AI For Good Lab

Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation

Hannah Kerner, Snehal Chaudhari, Aninda Ghosh, Caleb Robinson, Adeel Ahmad, Eddie Choi, Nathan Jacobs, Chris Holmes, Matthias Mohr, Rahul Dodhia, Juan M. Lavista Ferres, Jennifer Marcus

Proceedings of the AAAI Conference on Artificial Intelligence | April 2025

Publication プロジェクト プロジェクト

Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Allen Kim, Rahul Dodhia, Andrew Zolli, Shivaprakash K Nagaraju, James Oakleaf, Joe Kiesecker, Juan M. Lavista Ferres

March 2025

Publication Author's Version

Multi-modal Language models in bioacoustics with zero-shot transfer: a case study

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

Scientific Reports | February 2025

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Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm

Meghana Kshirsagar, Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia, Eric Horvitz, Bonnie Berger, Gregory R. Bowman, Juan M. Lavista Ferres, David Baker, Minkyung Baek

Nature Communications | February 2025

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Leveraging public data: Changes in local economic distress and drug overdose deaths at the county level, 2000 – 2019

Shaddy K. Saba, Juan M. Lavista Ferres, Bill Weeks

International Journal of Public Health | February 2025

Publication プロジェクト

AI in the Era of GPT: Transforming the Future of Work and Discovery

Juan M. Lavista Ferres, Elliot K Fishman, Linda C Chu, Felipe Lopez-Ramirez, Charles K Crawford, Steven P Rowe

Journal of the American College of Radiology | February 2025

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FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing

Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2025

Publication PDF DOI プロジェクト

Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Lee, Lowy Medical Research Institute

Ophthalmology Science | January 2025

Publication DOI プロジェクト

Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs

Suhas Babu, James Weinstein, Juan M. Lavista Ferres, Bill Weeks

The Journal of Rural Health | January 2025

Publication DOI プロジェクト

Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications

Amrita Gupta, Anthony Ortiz, Simone Fobi Nsutezo, Duncan Kebut, Seema Iyer, Rahul Dodhia, Juan M. Lavista Ferres

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication

PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery

Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

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TorchGeo: Deep Learning With Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM Transactions on Spatial Algorithms and Systems | January 2025

Publication PDF プロジェクト

Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation

Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

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Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

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Efficacy of a conversational chatbot for cigarette smoking cessation: Protocol of the QuitBot full-scale randomized controlled trial

Jonathan B Bricker, Brianna M Sullivan, Kristin E Mull, Juan M. Lavista Ferres, Margarita Santiago-Torres

Contemporary Clinical Trials | December 2024

Publication プロジェクト

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps

Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

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Current engagement with unreliable sites from web search driven by navigational search

Kevin T. Greene, Nilima Pisharody, Lucas A. Meyer, Mayana Pereira, Rahul Dodhia, Juan M. Lavista Ferres

Science Advances | November 2024

Publication PDF

Choosing your Surgeon Wisely: Using Provider-Procedure-Volume-Specific Data for Informed Choice

Bill Weeks, Bruno Demuro Segundo, Dan M Lee, Divya Michael, James Weinstein, Juan M. Lavista Ferres

Journal of Community Medicine & Public Health | October 2024

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The New Digital Divide

Mayana Pereira, Shane Greenstein, Raffaella Sadun, Prasanna Tambe, Lucia Ronchi Darre, Tammy Glazer, Allen Kim, Rahul Dodhia, Juan M. Lavista Ferres

National Bureau of Economic Research | October 2024

Publication プロジェクト

Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City

Darren Tanner, Yongkang Zhang, Ji Eun Chang, Peter Speyer, Elizabeth Adamson, Ann Aerts, Juan M. Lavista Ferres, Bill Weeks

BMJ Public Health | September 2024

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Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst

Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon

Pancreatology | September 2024

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A Methodology for Using Large Language Models to Create User-Friendly Applications for Medicaid Redetermination and Other Social Services

Sumanth Ratna, Bill Weeks, Juan M. Lavista Ferres, Aneesh Chopra, Mayana Pereira

International Journal of Public Health | August 2024

Publication Publication プロジェクト

New frontiers in AI for biodiversity research and conservation with multimodal language models

Zhongqi Miao, Yuanhan Zhang, Zalan Fabian, Andres Hernandez Celis, Sara Beery, Chunyuan Li, Ziwei Liu, Amrita Gupta, Md Nasir, Wanhua Li, Jason Holmberg, Meredith Palmer, Kaitlyn Gaynor, Rahul Dodhia, Juan M. Lavista Ferres

August 2024

Preprint Publication プロジェクト

Maternal Obesity and Risk of Sudden Unexpected Infant Death

Darren Tanner, Jan-Marino Ramirez, Bill Weeks, Juan M. Lavista Ferres, Edwin A. Mitchell

Jama Pediatrics | July 2024

Publication プロジェクト

Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning

Samuel Sledzieski, Meghana Kshirsagar, Minkyung Baek, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

PNAS | June 2024

Publication DOI プロジェクト

Known pathogenic gene variants and new candidates detected in Sudden Unexpected Infant Death using Whole Genome Sequencing

Angela M Bard, Lindsay V Clark, Erdal Cosgun, Kimberly A Aldinger, Andrew Timms, Lely A Quina, Juan M. Lavista Ferres, David Jardine, Elisabeth A Haas, Tatiana M Becker, Chelsea M Pagan, Avni Santani, Diego Martinez, Soumitra Barua, Zakkary McNutt, Addie Nesbitt, Edwin A Mitchell, Jan-Marino Ramirez

American Journal of Medical Genetics | June 2024

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Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation

Andres Hernandez Celis, Zhongqi Miao, Luisa Vargas Daza, Rahul Dodhia, Juan M. Lavista Ferres

May 2024

Preprint

Will AI accelerate or delay the race to net-zero emissions?

Amy Luers, Jonathan Koomey, Eric Masanet, Owen Gaffney, Felix Creutzig, Juan M. Lavista Ferres, Eric Horvitz

Nature | April 2024

Publication

Analyzing decades-long environmental changes in Namibia using archival aerial photography and deep learning

Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Akram Zaytar, Rahul Dodhia, Tsering Wangyal Shawa, Juan M. Lavista Ferres, Emmanuel H. Kreike

April 2024

Publication プロジェクト

AI for Good: Applications in Sustainability, Humanitarian Action, and Health

Juan M. Lavista Ferres, Bill Weeks

Published by Wiley | April 2024

ISBN: 1394235879

Publication

Land use and Europe’s renewable energy transition: identifying low-conflict areas for wind and solar development

Joseph M. Kiesecker, Jeffrey S. Evans, James R. Oakleaf, Kasandra Zorica Dropuljić, Igor Vejnović, Chris Rosslowe, Elisabeth Cremona, Aishwarya L. Bhattacharjee, Shivaprakash K. Nagaraju, Anthony Ortiz, Caleb Robinson, Juan M. Lavista Ferres, Mate Zec, Kei Sochi

Frontiers in Environmental Science | April 2024

Publication DOI プロジェクト

Bridging the rural‐urban divide: An implementation plan for leveraging technology and artificial intelligence to improve health and economic outcomes in rural America

Bill Weeks, Justin Spelhaug , James Weinstein, Juan M. Lavista Ferres

The Journal of Rural Health | March 2024

Publication DOI プロジェクト

Health and Wealth in America

Bill Weeks, Juan M. Lavista Ferres, James Weinstein

International Journal of Public Health | March 2024

Publication DOI プロジェクト

Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014–15

Darren Tanner, Juan M. Lavista Ferres, Edwin A. Mitchell

Scientific Reports | March 2024

Publication PDF プロジェクト

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery

Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke

March 2024

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A Change Detection Reality Check

Isaac Corley, Caleb Robinson, Anthony Ortiz

February 2024

Preprint DOI プロジェクト プロジェクト

Self-Supervised Learning for Improved Optical Coherence Tomography Detection of Macular Telangiectasia Type 2

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B. Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Y. Lee

JAMA Ophthalmology | February 2024

Publication プロジェクト

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres, Rafael de Sousa

PLOS ONE | February 2024

Publication DOI

Mission Critical — Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

February 2024

Preprint DOI プロジェクト プロジェクト

Weak labeling for cropland mapping in Africa

Gilles Quentin Hacheme, Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Stephen Wood

January 2024

Preprint DOI プロジェクト プロジェクト

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery

Caleb Robinson, Isaac Corley, Anthony Ortiz, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2024

Preprint DOI プロジェクト プロジェクト

Hospital use of common Z-codes for Medicare fee-for-service beneficiaries, 2017–2021

Ji E Chang, Nate Smith, Zoe Lindenfeld, Bill Weeks

Health Affairs Scholar | January 2024, 巻2(1)

Publication DOI プロジェクト

All Sustainable Development Goals Support Good Health and Well-Being

Bill Weeks, James Weinstein, Juan M. Lavista Ferres

International Journal of Public Health | December 2023, 巻68

Publication DOI プロジェクト

Datasets and Foundation Models for Landsat Imagery

Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023

Publication プロジェクト プロジェクト プロジェクト

Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments

Anthony Cintron Roman, Jennifer Wortman Vaughan, Valerie See, Steph Ballard, Nicolas Schifano, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

December 2023

Preprint Github プロジェクト

Parameter-Efficient Fine-Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions

Samuel Sledzieski, Meghana Kshirsagar, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

Machine Learning for Structural Biology Workshop, NeurIPS | December 2023

Publication プロジェクト

Towards an automated Segment Anything Model (SAM) for lesion segmentation in oncological PET/CT images

S. Ahamed, Yixi Xu, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, A. Rahmim

2023 IEEE Nuclear Science Symposium | December 2023

Publication DOI プロジェクト

HLA-genotype-based Predictive Diagnosis of T-cell Responses to SARS-CoV-2 Infection Powered by Machine Learning

Robert G. Lisziewicz, Felipe Oviedo, Andras G. Szasz, Juan M. Lavista Ferres, Franco Lori, Julianna Lisziewicz

European Society of Medicine | November 2023

Publication PDF DOI プロジェクト

Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS 2023 | November 2023

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Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images

Shadab Ahamed, Yixi Xu, C. Gowdy, O. JooH., I. Bloise, Don Wilson, Patrick Martineau, François Bénard, F. Yousefirizi, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Carlos F. Uribe, Arman Rahmim

November 2023

DOI Publication Github

The Road to India’s Renewable Energy Transition Must Pass through Crowded Lands

Joseph M. Kiesecker, Shivaprakash K. Nagaraju, James R. Oakleaf, Anthony Ortiz, Juan M. Lavista Ferres, Caleb Robinson, Srinivas Krishnaswamy, Raman Mehta, Rahul Dodhia, Jeffrey S. Evans , Michael Heiner, Pratiti Priyadarshini, Pooja Chandran, Kei Sochi

Land | November 2023

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Using Artificial Intelligence to Advance Public Health

Bill Weeks, Brian Taliesin, Juan M. Lavista Ferres

International Journal of Public Health (IJPH) | November 2023

Publication DOI プロジェクト

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres

November 2023

Preprint プロジェクト

Metadata-Based Detection of Child Sexual Abuse Material

Mayana Pereira, Rahul Dodhia, Hyrum Anderson, Richard Brown

IEEE Transactions on Dependable and Secure Computing | October 2023

Publication Publication

Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Bill Weeks, Ji E. Chang, José A. Pagán, Jeffrey Lumpkin, Divya Michael, Santiago Salcido, Allen Kim, Peter Speyer, Ann Aerts, James N. Weinstein, Juan M. Lavista Ferres

PLOS Global Public Health | October 2023

Publication DOI プロジェクト プロジェクト

An observational, sequential analysis of the relationship between local economic distress and inequities in health outcomes, clinical care, health behaviors, and social determinants of health

Bill Weeks, Juan M. Lavista Ferres, Ji E Chang, José A Pagán, Ann Aerts,, James N Weinstein

International Journal for Equity in Health | September 2023

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Risk factors for late (28+ weeks’ gestation) stillbirth in the United States, 2014–2015

Darren Tanner, Sushama Murthy, Juan M. Lavista Ferres, Jan-Marino Ramirez, Edwin A. Mitchell

PLOS ONE | August 2023

Publication DOI プロジェクト

PSMA-Hornet: Fully-automated, multi-target segmentation of healthy organs in PSMA PET/CT images

Ivan S. Klyuzhin, Guillaume Chaussé, Ingrid Bloise, Sara Harsini, Juan M. Lavista Ferres, Carlos Uribe, Arman Rahmim

American Association of Physicists in Medicine | August 2023

Publication DOI プロジェクト

Zero-Shot Transfer for Wildlife Bioacoustics Detection

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

August 2023

Preprint DOI プロジェクト プロジェクト

Harnessing AI and robotics in humanitarian assistance and disaster response

Thomas Manzini, Robin R. Murphy, Eric Heim, Caleb Robinson, Guido Zarrella, Ritwik Gupta

Science Robotics | July 2023

Publication DOI プロジェクト

Modeling to explore and challenge inherent assumptions when cultural norms have changed: a case study on left-handedness and life expectancy

Juan M. Lavista Ferres, Md Nasir, Avleen Bijral, S V Subramanian, Bill Weeks

Archives of Public Health | July 2023

Publication PDF

Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography

Shahrzad Gholami, Lea Scheppke, Rahul Dodhia, Juan M. Lavista Ferres, Dr. Aaron Lee

ICML Workshop on Interpretable Machine Learning in Healthcare (IMLH 2023), Short Paper | July 2023

Publication PDF プロジェクト

Poverty rate prediction using multi-modal survey and earth observation data

Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres

COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023

Publication PDF プロジェクト

Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event

Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres

June 2023

Publication PDF プロジェクト プロジェクト

Using Website Referrals to Identify Misinformation Rabbit Holes

Kevin T Greene, Mayana Pereira, Nilima Pisharody, Rahul Dodhia, Juan M. Lavista Ferres, Jacob N Shapiro

June 2023

Publication

Open Data on GitHub: Unlocking the Potential of AI

Anthony Cintron Roman, Kevin Xu, Arfon Smith, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

June 2023

Publication

AI methods and their application to health and prevention using open data

Juan M. Lavista Ferres

May 2023

博士論文:Vrije Universiteit Amsterdam | May 2023

Publication DOI

Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters

Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

May 2023

Publication プロジェクト プロジェクト

Using data science and a health equity lens to identify long-COVID sequelae among medically underserved populations

Md Nasir, Nicole Cook, Daniel Parras, Sumit Mukherjee, Geralyn Miller, Juan M. Lavista Ferres, Katherine Chung-Bridges

Journal of Health Care for the Poor and Underserved | May 2023

Publication プロジェクト プロジェクト

Mask Conditional Synthetic Satellite Imagery

Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson

ICLR 2023 Machine Learning for Remote Sensing Workshop | May 2023

Publication プロジェクト プロジェクト

Watching Innovation in Real Time: The Story of ChatGPT and Radiology

Elliot K. Fishman, Bill Weeks, Juan M. Lavista Ferres, Linda C. Chu

Canadian Association of Radiologists Journal | May 2023

Publication プロジェクト

How effective is multifactor authentication at deterring cyberattacks?

Lucas A. Meyer, Sergio Romero, Gabriele Bertoli, Tom Burt, Alex Weinert, Juan M. Lavista Ferres

May 2023

Publication PDF

Maternal infections in pregnancy and the risk of sudden unexpected infant death in the offspring in the US, 2011–2015

Maggie Weatherly, Anusua Trivedi, Ratna Chembrolu, Sanjana Gupta, Jan-Marino Ramirez, Juan M. Lavista Ferres, Tatiana M. Anderson, Edwin A. Mitchell

PLoS ONE | April 2023

Publication DOI プロジェクト

Uruguay: Talent Report on the IT Sector

Juan M. Lavista Ferres, Lucia Ronchi Darre, Lucas A. Meyer, Pedro Costa, Victoria Cancela, Andrea Mendaro, Carlos Acle

April 2023

PDF PDF

Evaluating the Generalizability of Deep Learning Image Classification Algorithms to Detect Middle Ear Disease Using Otoscopy

Al-Rahim Habib, Yixi Xu, Kris Bock, Shrestha Mohanty, Tina Sederholm, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Chris Perry, Raymond Sacks, Narinder Singh

Scientific Reports | April 2023

Publication プロジェクト

Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss

Yixi Xu, Ivan Klyuzhin, Sara Harsini, Anthony Ortiz, Shun Zhang, François Bénard, Rahul Dodhia, Carlos F. Uribe, Arman Rahmim , Juan M. Lavista Ferres

Computers in Biology and Medicine | April 2023

Publication DOI プロジェクト プロジェクト

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo H. O., Carlos F. Uribe, Rahul Dodhia, Juan M. Lavista Ferres, Arman Rahmim

Medical Imaging 2023 | April 2023

Publication プロジェクト

Nature dependent tourism – Combining big data and local knowledge

Mark D. Spalding, Kate Longley-Wood, Valerie Pietsch McNulty, Sherry Constantine, Montserrat Acosta-Morel, Val Anthony, Aaron D. Cole, Giselle Hall, Barry A. Nickel, Steven R. Schill, Peter W. Schuhmann, Darren Tanner

Journal of Environmental Management | April 2023

Publication DOI PDF プロジェクト

AI as a Public Service

Juan M. Lavista Ferres, Elliot K. Fishman , Steven P. Rowe , Linda C. Chu , Elias Lugo-Fagundo

Journal of the American College of Radiology | March 2023

Publication プロジェクト

DeepDeg: Forecasting and explaining degradation in novel photovoltaics

Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi

March 2023

Publication プロジェクト

A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space

Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres

Journal of Marine Science & Engineering | March 2023

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Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology (Editorial)

Juan M. Lavista Ferres, Bill Weeks, Linda C. Chu , Steven P. Rowe, Elliot K. Fishman

Diagnostic and Interventional Imaging | March 2023

Publication DOI プロジェクト

Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network

Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman

Nature Communications | February 2023

Publication DOI プロジェクト

Turkey Earthquake Report

Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres

MSR-TR-2023-7 | February 2023

Microsoft による投稿

Publication プロジェクト プロジェクト

Identifying long-term effects of SARS-CoV-2 and their association with social determinants of health in a cohort of over one million COVID-19 survivors

Sumit Mukherjee, Meghana Kshirsagar, Nicholas Becker, Yixi Xu, Bill Weeks, Shwetak Patel, Juan M. Lavista Ferres, Michael L. Jackson

BMC Public Health | December 2022

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On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach

Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres

International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022

Publication PDF プロジェクト プロジェクト

TorchGeo: Deep Learning with Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM SIGSPATIAL 2022 | November 2022

Nominated for best paper

Publication Preprint プロジェクト プロジェクト

Novel data analytics identify predictors of quality-of-life trajectories in patients with AML or high-risk Myeloid Neoplasms

Jordan Gauthier, Bianca Furtuna, ,Jacopo Mangiavacchi, Shahrzad Gholami, Juan M. Lavista Ferres, Rahul Dodhia, Amir T. Fathi,, Andrew M. Brunner, Aaron T. Gerds, Mikkael A. Sekeres, Bruno C. Medeiros, Eunice S. Wang, Paul J Shami, Kehinde Adekola, Selina M. Luger, Maria R. Baer, David A Rizzieri, Tanya Wildes, Jamie L. Koprivnikar, Julie Smith, Mitchell A. Garrison, Kiarash Kojouri, Frederick R. Appelbaum, Mary-Elizabeth M. Percival, Stephanie J. Lee, Mohamed L. Sorror

Blood | November 2022

Publication プロジェクト

Factors Associated with the Intention to Receive the COVID-19 Vaccine: Cross-sectional National Study

Monica L Kasting , Jonathan T Macy , Shaun J Grannis , Ashley J Wiensch , Juan M. Lavista Ferres, Brian E Dixon

JMIR Public Health Surveillance | November 2022

Publication PDF プロジェクト プロジェクト

The Risk of Hospitalization and Mortality After Breakthrough SARS-CoV-2 Infection by Vaccine Type: Observational Study of Medical Claims Data

Meghana Kshirsagar, Md Nasir, Sumit Mukherjee, Nicholas Becker, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, Barbra Richardson

JMIR Public Health Surveillance | November 2022

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Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery

Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS AI+HADR Workshop 2022 | November 2022

Publication プロジェクト プロジェクト

Mapping Glacial Lakes Using Historically Guided Segmentation Models

Anthony Ortiz, Weiyushi Tian, Tenzing Sherpa, Finu Shrestha, Mir Matin, Rahul Dodhia, Juan M. Lavista Ferres, Kris Sankaran

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | October 2022

Publication プロジェクト プロジェクト プロジェクト プロジェクト

Deep Learning Models for COVID-19 Chest X-ray Classification: Preventing Shortcut Learning Using Feature Disentanglement

Caleb Robinson, Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Aaron Lee, Jayashree Kalpathy-Cramer, Juan M. Lavista Ferres

PLOS | October 2022

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MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan M. Lavista Ferres

Transactions on Machine Learning Research (TMLR) | October 2022

Publication プロジェクト プロジェクト

Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi

Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres

Data & Policy | October 2022, 巻4

Publication プロジェクト

Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19

Yixi Xu, Anusua Trivedi, Nicholas Becker, Marian Blazes, Juan M. Lavista Ferres, Dr. Aaron Lee, W Liles, Dr. Pavan Bhatraju

Scientific Reports | October 2022

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An Artificial Intelligence Dataset for Solar Energy Locations in India

Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan M. Lavista Ferres

Scientific Data | August 2022, 巻9(1): pp. 1-13

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BindVAE: Dirichlet Variational Autoencoders for De Novo Motif Discovery from Accessible Chromatin

Meghana Kshirsagar, Han Yuan, Juan M. Lavista Ferres, Christina Leslie

Genome Biology | August 2022

Publication PDF Github プロジェクト

Mapping Industrial Poultry Operations at Scale with Deep Learning and Aerial Imagery

Caleb Robinson, Ben Chugg, Brandon Anderson, Juan M. Lavista Ferres, Daniel E Ho

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | July 2022, 巻15: pp. 7458

Publication Preprint プロジェクト プロジェクト

Fast Building Segmentation From Satellite Imagery and Few Local Labels

Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres

CVPR 2022 | June 2022

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Interpretable and Explainable Machine Learning for Materials Science and Chemistry

Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler

ACS Publications | June 2022

Publication PDF

Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features

Ivan S. Klyuzhin, Juan M. Lavista Ferres, Yixi Xu, Anthony Ortiz, Ghassan Hamarneh, Arman Rahmim

ScienceDirect | June 2022

Publication プロジェクト

T-cell receptor sequencing identifies prior SARS-CoV-2 infection and correlates with neutralizing antibody titers and disease severity

Rebecca Elyanow, Thomas M. Snyder, Sudeb C. Dalai, Rachel M. Gittelman, Boonyaratanakornkit J, Wald A, Selke S, Wener Mh, Morishima C, Greninger Al, Michael Gale, Tien-Ying Hsiang, Lichen Jing, Holbrook Mr, Ian M. Kaplan, Damon H May, H. Jabran Zahid, Jonathan M. Carlson, Lance Baldo, Thomas Manley, Harlan S Robins, David M Koelle

JCI Insight | April 2022, 巻7(10)

DOI Preprint Publication プロジェクト プロジェクト プロジェクト

BankNote-Net: Open Dataset for Assistive Universal Currency Recognition

Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres

April 2022

Publication PDF プロジェクト

Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States

EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, [….], Juan M. Lavista Ferres

PNAS | April 2022

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Effective Deep Learning Approaches for Predicting COVID-19 Outcomes from Chest Computed Tomography Volumes

Anusua Trivedi, Anthony Ortiz, Caleb Robinson, Jocelyn Desbiens, Marian Blazes, Sunil Gupta, Rahul Dodhia, Pavan Bhatraju, W Conrad Liles, Aaron Lee, Juan M. Lavista Ferres

Nature Scientific Reports | February 2022

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The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track MSD: Multitemporal Semantic Change Detection

Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nebojsa Jojic, Kolya Malkin, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | January 2022, 巻15: pp. 1643-1655

Publication プロジェクト プロジェクト

Association of Public Health Measures During the COVID-19 Pandemic with the Incidence of Infectious Conjunctivitis

Juan M. Lavista Ferres, Thomas Meirick, Whitney Lomazow, Cecilia S. Lee, Aaron Y. Lee, Michele D. Lee

JAMA Ophthalmology | January 2022

Publication プロジェクト プロジェクト

Reimagining Leprosy Elimination with AI Analysis of a Combination of Skin Lesion Images with Demographic and Clinical Data

Raquel R Barbieri, Yixi Xu, Lucy Setian, Paulo Thiago Souza-Santos, Anusua Trivedi, Jim Cristofono, Ricardo Bhering, Kevin White, Anna M Sales, Geralyn Miller, José Augusto C Nery, Michael Sharman, Richard Bumann, Shun Zhang, Mohamad Goldust, Euzenir N Sarno, Fareed Mirza, Arielle Cavaliero, Sander Timmer, Elena Bonfiglioli, Cairns Smith, David Scollard, Alexander A Navarini, Ann Aerts, Juan M. Lavista Ferres, Milton O Moraes

Science Direct | January 2022

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Height Estimation of Children under Five Years using Depth Images

Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan M. Lavista Ferres

IEEE Eng Med Biol Soc | November 2021

Publication プロジェクト プロジェクト

Social Connectedness and Movements Among Communities of Giraffes Vary by Sex and Age Class

Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen Bijral, Fred B. Bercovitch, Monica L. Bond

Animal Behaviour | October 2021

Publication プロジェクト プロジェクト

A Machine Learning Pipeline for Aiding School Identification from Child Trafficking Images

Sumit Mukherjee, Tina Sederholm, Anthony Cintron Roman, Ria Sankar, Sherrie Caltagirone, Juan M. Lavista Ferres

ACM GoodIT ’21: Proceedings of the Conference on Information Technology for Social Good | September 2021

Publication

Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks

Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres

Ecological Informatics | September 2021, 巻64

Publication プロジェクト プロジェクト プロジェクト

Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification

Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres

Scientific Reports | August 2021

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Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases

Anusua Trivedi, Jocelyn Desbiens, Ron Gross, Sunil Gupta, Rahul Dodhia, Juan M. Lavista Ferres

July 2021

Accepted in KDD

Publication プロジェクト

From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery

Nebojsa Jojic, Kolya Malkin, Caleb Robinson, Anthony Ortiz

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | July 2021

Publication プロジェクト プロジェクト プロジェクト

Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Juan M. Lavista Ferres, Brandon Anderson, Daniel E. Ho

ACM COMPASS 2021 | June 2021

Honorable mention for best paper

Publication Preprint プロジェクト プロジェクト

An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres

June 2021

Preprint

Association of COVID-19 vaccination prioritization and hospitalization among older Washingtonians

Juan M. Lavista Ferres, Barbra A. Richardson, Bill Weeks

Journal of the American Geriatrics Society | June 2021

Publication プロジェクト

Detecting Cattle and Elk in the Wild from Space

Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres

June 2021

KDD 2021 Fragile Earth Workshop

Preprint プロジェクト プロジェクト プロジェクト

Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India

Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian

PNAS | May 2021, 巻118

Publication PDF プロジェクト プロジェクト

Automated Deep Segmentation of Healthy Organs in PSMA PET/CT Images

Ivan Klyuzhin, Guillaume Chausse, Ingrid Bloise, Juan M. Lavista Ferres, Carlos Uribe, Arman Rahmim

Journal of Nuclear Medicine | May 2021

Publication プロジェクト

Capturing COVID-19–Like Symptoms at Scale Using Banner Ads on an Online News Platform: Pilot Survey Study

Brian E Dixon, Sumit Mukherjee, Ashley Wiensch, Mary L Gray, Juan M. Lavista Ferres, Shaun J Grannis

Journal of Medical Internet Research | May 2021

Publication PDF プロジェクト

Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks

Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres

The Journal of the Acoustical Society of America | May 2021

Publication Github プロジェクト プロジェクト プロジェクト

Unsupervised Background Removal by Dual-Modality PET/CT Guidance: Application to PSMA Imaging of Metastases

Ivan Klyuzhin, Yixi Xu, Sara Harsini, Anthony Ortiz, Carlos Uribe, Juan M. Lavista Ferres, Arman Rahmim

Journal of Nuclear Medicine | May 2021

Publication プロジェクト

Becoming Good at AI for Good

Meghana Kshirsagar, Siyu Yang, Caleb Robinson, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres

AAAI/ACM Conference on AI, Ethics, and Society (AIES’21) | April 2021

Publication

U.S. Broadband Coverage Data Set: A Differentially Private Data Release

Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia

March 2021

Publication Publication PDF プロジェクト プロジェクト プロジェクト

2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good

Naoto Yokoya, Pedram Ghamisi, Ronny Hansch, Colin Prieur, Hana Malha, Jocelyn Chanussot, Caleb Robinson, Kolya Malkin, Nebojsa Jojic

IEEE Geoscience and Remote Sensing Magazine | March 2021, 巻9(1): pp. 287-C3

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Sudden Unexpected Postnatal Collapse Resulting in Newborn Death in the United States

Tatiana M Anderson, Juan M. Lavista Ferres, Jan-Marino Ramirez, Edwin A Mitchell

MCN American Journal of Maternal Child Nursing (In Advance) | February 2021

Publication PDF プロジェクト

Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data

Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres

IAAI’21 | February 2021

Publication PDF プロジェクト プロジェクト

Survey Data and Human Computation for Improved Flu Tracking

Stefan Wojcik, Avleen Bijral, Richard Johnston, Juan M. Lavista Ferres, Ryan Kennedy, Alessandro Vespignani, David Lazer

Nature Communications | January 2021

Publication PDF

Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 —human interactome

Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman , Judith Klein-Seetharaman

Pacific Symposium on Biocomputing | January 2021

Publication プロジェクト プロジェクト

High-resolution Land Cover Change from Low-resolution Labels: Simple Baselines for the 2021 IEEE GRSS Data Fusion Contest

Nikolay Malkin, Caleb Robinson, Nebojsa Jojic

January 2021

Publication プロジェクト プロジェクト プロジェクト

A Deep Active Learning System for Species Identification and Counting in Camera Trap Images

Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

Methods in Ecology and Evolution | December 2020, 巻12(1): pp. 150-161

Publication PDF プロジェクト プロジェクト

Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan M. Lavista Ferres, Mir Matin, Yoshua Bengio

NeurIPS CCAI | December 2020

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Using Internet Search Trends to Forecast Short-term Drug Overdose Deaths: A Case Study on Connecticut

Sumit Mukherjee, Nicholas Becker, Bill Weeks, Juan M. Lavista Ferres

IEEE International Conference on Machine Learning and Applications (ICMLA) | December 2020

Publication プロジェクト

AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning

Benjamin Kellenberger, Devis Tuia, Dan Morris

Methods in Ecology and Evolution | November 2020, 巻11(12): pp. 1716-1727

Publication プロジェクト

Metadata-Based Detection of Child Sexual Abuse Material

Mayana Pereira, Rahul Dodhia, Richard Brown

October 2020

Publication PDF Publication

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest

Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | September 2020

1st place in 2020 IEEE GRSS Data Fusion Contest

Publication プロジェクト プロジェクト

How to Handle Armed Conflict Data in a Real-World Scenario?

Anusua Trivedi, Kate Keator, Michael Scholtens, Brandon Haigood, Rahul Dodhia, Juan M. Lavista Ferres, Ria Sankar, Avirishu Verma

Philosophy & Technology | September 2020

Publication プロジェクト

A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network

Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead

Science Direct | September 2020

Publication プロジェクト プロジェクト プロジェクト

Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling

Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide

Applied Acoustics | September 2020, 巻166

Publication プロジェクト プロジェクト プロジェクト

On Dynamic Network Models and Application to Causal Impact

Yu-chia Chen , Avleen S. Bijral, Juan M. Lavista Ferres

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining | July 2020

DOI Publication

Local Context Normalization: Revisiting Local Normalization

Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic

CVPR 2020 | June 2020

Publication Preprint PDF プロジェクト プロジェクト

P0: Progress to zero: A simple metric to measure COVID-19 progress by country/region

Juan M. Lavista Ferres, Ruth B Etzioni, Bill Weeks

May 2020

DOI Preprint プロジェクト プロジェクト

privGAN: Protecting GANs from membership inference attacks at low cost

Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan M. Lavista Ferres

May 2020

Under major revision at PETS

Publication

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen

April 2020

Publication プロジェクト

Human-Machine Collaboration for Fast Land Cover Mapping

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

AAAI 2020 | April 2020

Publication Preprint PDF プロジェクト プロジェクト プロジェクト

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | March 2020, 巻147(3)

Publication プロジェクト プロジェクト プロジェクト

Geographic Variation in Sudden Unexpected Infant Death in the United States

Edwin A.Mitchell, Xiaohan Yan, Shirley You Ren, Tatiana M. Anderson, Jan-Marino Ramirez, Juan M. Lavista Ferres, Richard Johnston

The Journal of Pediatrics | February 2020, 巻220: pp. 49-55

Publication DOI プロジェクト

Web browser incorporating social and community features

Juan M. Lavista Ferres, John B. Kahan

January 2020

PDF

Distinct populations of sudden unexpected infant death based on age

Juan M. Lavista Ferres, Tatiana M. Anderson, Richard Johnston, Jan-Marino Ramirez , Edwin A. Mitchell

Pediatrics | January 2020, 巻145(1)

PDF DOI 動画 プロジェクト

Protecting GANs against privacy attacks by preventing overfitting

Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan M. Lavista Ferres

December 2019

Publication PDF

Binary Mode Multinomial Deep Learning Model for more efficient Automated Diabetic Retinopathy Detection

Anusua Trivedi, J. Desbiens, Ron Gross, S. Gupta, Juan M. Lavista Ferres, Rahul Dodhia

NeurIPS 2019 | December 2019

PDF プロジェクト

Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | November 2019, 巻146(4): pp. 3089-3089

Publication プロジェクト プロジェクト プロジェクト

Towards Ethical Deployment of AI for Conservation Systems

Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris

August 2019

Publication プロジェクト

Efficient Pipeline for Camera Trap Image Review

Sara Beery, Dan Morris, Siyu Yang

July 2019

Publication プロジェクト プロジェクト

Efficient Pipeline for Automating Species ID in new Camera Trap Projects

Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi

Biodiversity Information Science and Standards | June 2019

DOI PDF プロジェクト プロジェクト

Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data

Mayana Pereira, Alok Kumar, Scott Cristiansen

2019 IEEE International Conference on Smart Computing | May 2019

DOI Publication

Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data

Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic

CVPR 2019 | May 2019

Publication PDF プロジェクト プロジェクト プロジェクト

Maternal smoking before and during pregnancy and the risk of sudden unexpected infant death

Tatiana M. Anderson, Juan M. Lavista Ferres, Shirley You Ren, Rachel Y. Moon, Richard D. Goldstein, Jan-Marino Ramirez, Edwin A. Mitchell

Pediatrics | April 2019, 巻143(4)

Publication PDF プロジェクト

Nonstop: A nonstationary online prediction method for time series

Christopher Xie, Avleen Bijral, Juan M. Lavista Ferres

IEEE Signal Processing Letters | August 2018, 巻25(10): pp. 1545-1549

Publication DOI

The moral risk in Machine Learning

Juan M. Lavista Ferres

Integration and Trade Journal | July 2018, 巻22(44): pp. 229-235

DOI Publication PDF

Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation

Hannah Kerner, Snehal Chaudhari, Aninda Ghosh, Caleb Robinson, Adeel Ahmad, Eddie Choi, Nathan Jacobs, Chris Holmes, Matthias Mohr, Rahul Dodhia, Juan M. Lavista Ferres, Jennifer Marcus

Proceedings of the AAAI Conference on Artificial Intelligence | April 2025

Publication プロジェクト プロジェクト

Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Allen Kim, Rahul Dodhia, Andrew Zolli, Shivaprakash K Nagaraju, James Oakleaf, Joe Kiesecker, Juan M. Lavista Ferres

March 2025

Publication Author's Version

Multi-modal Language models in bioacoustics with zero-shot transfer: a case study

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

Scientific Reports | February 2025

Publication DOI PDF プロジェクト

Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm

Meghana Kshirsagar, Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia, Eric Horvitz, Bonnie Berger, Gregory R. Bowman, Juan M. Lavista Ferres, David Baker, Minkyung Baek

Nature Communications | February 2025

Publication PDF プロジェクト

AI in the Era of GPT: Transforming the Future of Work and Discovery

Juan M. Lavista Ferres, Elliot K Fishman, Linda C Chu, Felipe Lopez-Ramirez, Charles K Crawford, Steven P Rowe

Journal of the American College of Radiology | February 2025

Publication DOI PDF プロジェクト

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing

Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2025

Publication PDF DOI プロジェクト

Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Lee, Lowy Medical Research Institute

Ophthalmology Science | January 2025

Publication DOI プロジェクト

Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications

Amrita Gupta, Anthony Ortiz, Simone Fobi Nsutezo, Duncan Kebut, Seema Iyer, Rahul Dodhia, Juan M. Lavista Ferres

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication

Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs

Suhas Babu, James Weinstein, Juan M. Lavista Ferres, Bill Weeks

The Journal of Rural Health | January 2025

Publication DOI プロジェクト

TorchGeo: Deep Learning With Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM Transactions on Spatial Algorithms and Systems | January 2025

Publication PDF プロジェクト

PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery

Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication プロジェクト プロジェクト プロジェクト

Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation

Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps

Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Efficacy of a conversational chatbot for cigarette smoking cessation: Protocol of the QuitBot full-scale randomized controlled trial

Jonathan B Bricker, Brianna M Sullivan, Kristin E Mull, Juan M. Lavista Ferres, Margarita Santiago-Torres

Contemporary Clinical Trials | December 2024

Publication プロジェクト

Current engagement with unreliable sites from web search driven by navigational search

Kevin T. Greene, Nilima Pisharody, Lucas A. Meyer, Mayana Pereira, Rahul Dodhia, Juan M. Lavista Ferres

Science Advances | November 2024

Publication PDF

Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City

Darren Tanner, Yongkang Zhang, Ji Eun Chang, Peter Speyer, Elizabeth Adamson, Ann Aerts, Juan M. Lavista Ferres, Bill Weeks

BMJ Public Health | September 2024

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Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst

Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon

Pancreatology | September 2024

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A Methodology for Using Large Language Models to Create User-Friendly Applications for Medicaid Redetermination and Other Social Services

Sumanth Ratna, Bill Weeks, Juan M. Lavista Ferres, Aneesh Chopra, Mayana Pereira

International Journal of Public Health | August 2024

Publication Publication プロジェクト

New frontiers in AI for biodiversity research and conservation with multimodal language models

Zhongqi Miao, Yuanhan Zhang, Zalan Fabian, Andres Hernandez Celis, Sara Beery, Chunyuan Li, Ziwei Liu, Amrita Gupta, Md Nasir, Wanhua Li, Jason Holmberg, Meredith Palmer, Kaitlyn Gaynor, Rahul Dodhia, Juan M. Lavista Ferres

August 2024

Preprint Publication プロジェクト

Maternal Obesity and Risk of Sudden Unexpected Infant Death

Darren Tanner, Jan-Marino Ramirez, Bill Weeks, Juan M. Lavista Ferres, Edwin A. Mitchell

Jama Pediatrics | July 2024

Publication プロジェクト

Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning

Samuel Sledzieski, Meghana Kshirsagar, Minkyung Baek, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

PNAS | June 2024

Publication DOI プロジェクト

Known pathogenic gene variants and new candidates detected in Sudden Unexpected Infant Death using Whole Genome Sequencing

Angela M Bard, Lindsay V Clark, Erdal Cosgun, Kimberly A Aldinger, Andrew Timms, Lely A Quina, Juan M. Lavista Ferres, David Jardine, Elisabeth A Haas, Tatiana M Becker, Chelsea M Pagan, Avni Santani, Diego Martinez, Soumitra Barua, Zakkary McNutt, Addie Nesbitt, Edwin A Mitchell, Jan-Marino Ramirez

American Journal of Medical Genetics | June 2024

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Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation

Andres Hernandez Celis, Zhongqi Miao, Luisa Vargas Daza, Rahul Dodhia, Juan M. Lavista Ferres

May 2024

Preprint

Will AI accelerate or delay the race to net-zero emissions?

Amy Luers, Jonathan Koomey, Eric Masanet, Owen Gaffney, Felix Creutzig, Juan M. Lavista Ferres, Eric Horvitz

Nature | April 2024

Publication

Analyzing decades-long environmental changes in Namibia using archival aerial photography and deep learning

Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Akram Zaytar, Rahul Dodhia, Tsering Wangyal Shawa, Juan M. Lavista Ferres, Emmanuel H. Kreike

April 2024

Publication プロジェクト

Land use and Europe’s renewable energy transition: identifying low-conflict areas for wind and solar development

Joseph M. Kiesecker, Jeffrey S. Evans, James R. Oakleaf, Kasandra Zorica Dropuljić, Igor Vejnović, Chris Rosslowe, Elisabeth Cremona, Aishwarya L. Bhattacharjee, Shivaprakash K. Nagaraju, Anthony Ortiz, Caleb Robinson, Juan M. Lavista Ferres, Mate Zec, Kei Sochi

Frontiers in Environmental Science | April 2024

Publication DOI プロジェクト

AI for Good: Applications in Sustainability, Humanitarian Action, and Health

Juan M. Lavista Ferres, Bill Weeks

Published by Wiley | April 2024

ISBN: 1394235879

Publication

Bridging the rural‐urban divide: An implementation plan for leveraging technology and artificial intelligence to improve health and economic outcomes in rural America

Bill Weeks, Justin Spelhaug , James Weinstein, Juan M. Lavista Ferres

The Journal of Rural Health | March 2024

Publication DOI プロジェクト

Health and Wealth in America

Bill Weeks, Juan M. Lavista Ferres, James Weinstein

International Journal of Public Health | March 2024

Publication DOI プロジェクト

Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014–15

Darren Tanner, Juan M. Lavista Ferres, Edwin A. Mitchell

Scientific Reports | March 2024

Publication PDF プロジェクト

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery

Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke

March 2024

Publication プロジェクト プロジェクト プロジェクト

A Change Detection Reality Check

Isaac Corley, Caleb Robinson, Anthony Ortiz

February 2024

Preprint DOI プロジェクト プロジェクト

Self-Supervised Learning for Improved Optical Coherence Tomography Detection of Macular Telangiectasia Type 2

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B. Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Y. Lee

JAMA Ophthalmology | February 2024

Publication プロジェクト

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres, Rafael de Sousa

PLOS ONE | February 2024

Publication DOI

Mission Critical — Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

February 2024

Preprint DOI プロジェクト プロジェクト

Weak labeling for cropland mapping in Africa

Gilles Quentin Hacheme, Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Stephen Wood

January 2024

Preprint DOI プロジェクト プロジェクト

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery

Caleb Robinson, Isaac Corley, Anthony Ortiz, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2024

Preprint DOI プロジェクト プロジェクト

Hospital use of common Z-codes for Medicare fee-for-service beneficiaries, 2017–2021

Ji E Chang, Nate Smith, Zoe Lindenfeld, Bill Weeks

Health Affairs Scholar | January 2024, 巻2(1)

Publication DOI プロジェクト

Datasets and Foundation Models for Landsat Imagery

Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023

Publication プロジェクト プロジェクト プロジェクト

Parameter-Efficient Fine-Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions

Samuel Sledzieski, Meghana Kshirsagar, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

Machine Learning for Structural Biology Workshop, NeurIPS | December 2023

Publication プロジェクト

Towards an automated Segment Anything Model (SAM) for lesion segmentation in oncological PET/CT images

S. Ahamed, Yixi Xu, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, A. Rahmim

2023 IEEE Nuclear Science Symposium | December 2023

Publication DOI プロジェクト

Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments

Anthony Cintron Roman, Jennifer Wortman Vaughan, Valerie See, Steph Ballard, Nicolas Schifano, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

December 2023

Preprint Github プロジェクト

HLA-genotype-based Predictive Diagnosis of T-cell Responses to SARS-CoV-2 Infection Powered by Machine Learning

Robert G. Lisziewicz, Felipe Oviedo, Andras G. Szasz, Juan M. Lavista Ferres, Franco Lori, Julianna Lisziewicz

European Society of Medicine | November 2023

Publication PDF DOI プロジェクト

Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS 2023 | November 2023

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Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images

Shadab Ahamed, Yixi Xu, C. Gowdy, O. JooH., I. Bloise, Don Wilson, Patrick Martineau, François Bénard, F. Yousefirizi, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Carlos F. Uribe, Arman Rahmim

November 2023

DOI Publication Github

The Road to India’s Renewable Energy Transition Must Pass through Crowded Lands

Joseph M. Kiesecker, Shivaprakash K. Nagaraju, James R. Oakleaf, Anthony Ortiz, Juan M. Lavista Ferres, Caleb Robinson, Srinivas Krishnaswamy, Raman Mehta, Rahul Dodhia, Jeffrey S. Evans , Michael Heiner, Pratiti Priyadarshini, Pooja Chandran, Kei Sochi

Land | November 2023

Publication DOI プロジェクト プロジェクト プロジェクト

Using Artificial Intelligence to Advance Public Health

Bill Weeks, Brian Taliesin, Juan M. Lavista Ferres

International Journal of Public Health (IJPH) | November 2023

Publication DOI プロジェクト

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres

November 2023

Preprint プロジェクト

Metadata-Based Detection of Child Sexual Abuse Material

Mayana Pereira, Rahul Dodhia, Hyrum Anderson, Richard Brown

IEEE Transactions on Dependable and Secure Computing | October 2023

Publication Publication

Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Bill Weeks, Ji E. Chang, José A. Pagán, Jeffrey Lumpkin, Divya Michael, Santiago Salcido, Allen Kim, Peter Speyer, Ann Aerts, James N. Weinstein, Juan M. Lavista Ferres

PLOS Global Public Health | October 2023

Publication DOI プロジェクト プロジェクト

An observational, sequential analysis of the relationship between local economic distress and inequities in health outcomes, clinical care, health behaviors, and social determinants of health

Bill Weeks, Juan M. Lavista Ferres, Ji E Chang, José A Pagán, Ann Aerts,, James N Weinstein

International Journal for Equity in Health | September 2023

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Risk factors for late (28+ weeks’ gestation) stillbirth in the United States, 2014–2015

Darren Tanner, Sushama Murthy, Juan M. Lavista Ferres, Jan-Marino Ramirez, Edwin A. Mitchell

PLOS ONE | August 2023

Publication DOI プロジェクト

PSMA-Hornet: Fully-automated, multi-target segmentation of healthy organs in PSMA PET/CT images

Ivan S. Klyuzhin, Guillaume Chaussé, Ingrid Bloise, Sara Harsini, Juan M. Lavista Ferres, Carlos Uribe, Arman Rahmim

American Association of Physicists in Medicine | August 2023

Publication DOI プロジェクト

Zero-Shot Transfer for Wildlife Bioacoustics Detection

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

August 2023

Preprint DOI プロジェクト プロジェクト

Harnessing AI and robotics in humanitarian assistance and disaster response

Thomas Manzini, Robin R. Murphy, Eric Heim, Caleb Robinson, Guido Zarrella, Ritwik Gupta

Science Robotics | July 2023

Publication DOI プロジェクト

Modeling to explore and challenge inherent assumptions when cultural norms have changed: a case study on left-handedness and life expectancy

Juan M. Lavista Ferres, Md Nasir, Avleen Bijral, S V Subramanian, Bill Weeks

Archives of Public Health | July 2023

Publication PDF

Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography

Shahrzad Gholami, Lea Scheppke, Rahul Dodhia, Juan M. Lavista Ferres, Dr. Aaron Lee

ICML Workshop on Interpretable Machine Learning in Healthcare (IMLH 2023), Short Paper | July 2023

Publication PDF プロジェクト

Poverty rate prediction using multi-modal survey and earth observation data

Simone Fobi Nsutezo, Manuel Cardona, Elliott Collins, Caleb Robinson, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres

COMPASS ’23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies | July 2023

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Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event

Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres

June 2023

Publication PDF プロジェクト プロジェクト

Using Website Referrals to Identify Misinformation Rabbit Holes

Kevin T Greene, Mayana Pereira, Nilima Pisharody, Rahul Dodhia, Juan M. Lavista Ferres, Jacob N Shapiro

June 2023

Publication

Open Data on GitHub: Unlocking the Potential of AI

Anthony Cintron Roman, Kevin Xu, Arfon Smith, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

June 2023

Publication

Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters

Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

May 2023

Publication プロジェクト プロジェクト

AI methods and their application to health and prevention using open data

Juan M. Lavista Ferres

May 2023

博士論文:Vrije Universiteit Amsterdam | May 2023

Publication DOI

Using data science and a health equity lens to identify long-COVID sequelae among medically underserved populations

Md Nasir, Nicole Cook, Daniel Parras, Sumit Mukherjee, Geralyn Miller, Juan M. Lavista Ferres, Katherine Chung-Bridges

Journal of Health Care for the Poor and Underserved | May 2023

Publication プロジェクト プロジェクト

Watching Innovation in Real Time: The Story of ChatGPT and Radiology

Elliot K. Fishman, Bill Weeks, Juan M. Lavista Ferres, Linda C. Chu

Canadian Association of Radiologists Journal | May 2023

Publication プロジェクト

Uruguay: Talent Report on the IT Sector

Juan M. Lavista Ferres, Lucia Ronchi Darre, Lucas A. Meyer, Pedro Costa, Victoria Cancela, Andrea Mendaro, Carlos Acle

April 2023

PDF PDF

Evaluating the Generalizability of Deep Learning Image Classification Algorithms to Detect Middle Ear Disease Using Otoscopy

Al-Rahim Habib, Yixi Xu, Kris Bock, Shrestha Mohanty, Tina Sederholm, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Chris Perry, Raymond Sacks, Narinder Singh

Scientific Reports | April 2023

Publication プロジェクト

Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss

Yixi Xu, Ivan Klyuzhin, Sara Harsini, Anthony Ortiz, Shun Zhang, François Bénard, Rahul Dodhia, Carlos F. Uribe, Arman Rahmim , Juan M. Lavista Ferres

Computers in Biology and Medicine | April 2023

Publication DOI プロジェクト プロジェクト

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo H. O., Carlos F. Uribe, Rahul Dodhia, Juan M. Lavista Ferres, Arman Rahmim

Medical Imaging 2023 | April 2023

Publication プロジェクト

Nature dependent tourism – Combining big data and local knowledge

Mark D. Spalding, Kate Longley-Wood, Valerie Pietsch McNulty, Sherry Constantine, Montserrat Acosta-Morel, Val Anthony, Aaron D. Cole, Giselle Hall, Barry A. Nickel, Steven R. Schill, Peter W. Schuhmann, Darren Tanner

Journal of Environmental Management | April 2023

Publication DOI PDF プロジェクト

AI as a Public Service

Juan M. Lavista Ferres, Elliot K. Fishman , Steven P. Rowe , Linda C. Chu , Elias Lugo-Fagundo

Journal of the American College of Radiology | March 2023

Publication プロジェクト

DeepDeg: Forecasting and explaining degradation in novel photovoltaics

Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi

March 2023

Publication プロジェクト

A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space

Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres

Journal of Marine Science & Engineering | March 2023

Publication プロジェクト プロジェクト プロジェクト

Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology (Editorial)

Juan M. Lavista Ferres, Bill Weeks, Linda C. Chu , Steven P. Rowe, Elliot K. Fishman

Diagnostic and Interventional Imaging | March 2023

Publication DOI プロジェクト

Turkey Earthquake Report

Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres

MSR-TR-2023-7 | February 2023

Microsoft による投稿

Publication プロジェクト プロジェクト

Novel data analytics identify predictors of quality-of-life trajectories in patients with AML or high-risk Myeloid Neoplasms

Jordan Gauthier, Bianca Furtuna, ,Jacopo Mangiavacchi, Shahrzad Gholami, Juan M. Lavista Ferres, Rahul Dodhia, Amir T. Fathi,, Andrew M. Brunner, Aaron T. Gerds, Mikkael A. Sekeres, Bruno C. Medeiros, Eunice S. Wang, Paul J Shami, Kehinde Adekola, Selina M. Luger, Maria R. Baer, David A Rizzieri, Tanya Wildes, Jamie L. Koprivnikar, Julie Smith, Mitchell A. Garrison, Kiarash Kojouri, Frederick R. Appelbaum, Mary-Elizabeth M. Percival, Stephanie J. Lee, Mohamed L. Sorror

Blood | November 2022

Publication プロジェクト

Factors Associated with the Intention to Receive the COVID-19 Vaccine: Cross-sectional National Study

Monica L Kasting , Jonathan T Macy , Shaun J Grannis , Ashley J Wiensch , Juan M. Lavista Ferres, Brian E Dixon

JMIR Public Health Surveillance | November 2022

Publication PDF プロジェクト プロジェクト

The Risk of Hospitalization and Mortality After Breakthrough SARS-CoV-2 Infection by Vaccine Type: Observational Study of Medical Claims Data

Meghana Kshirsagar, Md Nasir, Sumit Mukherjee, Nicholas Becker, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, Barbra Richardson

JMIR Public Health Surveillance | November 2022

Publication PDF プロジェクト プロジェクト

Mapping Glacial Lakes Using Historically Guided Segmentation Models

Anthony Ortiz, Weiyushi Tian, Tenzing Sherpa, Finu Shrestha, Mir Matin, Rahul Dodhia, Juan M. Lavista Ferres, Kris Sankaran

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | October 2022

Publication プロジェクト プロジェクト プロジェクト プロジェクト

MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan M. Lavista Ferres

Transactions on Machine Learning Research (TMLR) | October 2022

Publication プロジェクト プロジェクト

Food Security Analysis and Forecasting: A Machine Learning Case Study in Southern Malawi

Shahrzad Gholami, Erwin Knippenberg, James Campbell, Daniel Andriantsimba, Anusheel Kamle, Pavitraa Parthasarathy, Ria Sankar, Cameron Birge, Juan M. Lavista Ferres

Data & Policy | October 2022, 巻4

Publication プロジェクト

Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features

Ivan S. Klyuzhin, Juan M. Lavista Ferres, Yixi Xu, Anthony Ortiz, Ghassan Hamarneh, Arman Rahmim

ScienceDirect | June 2022

Publication プロジェクト

Interpretable and Explainable Machine Learning for Materials Science and Chemistry

Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler

ACS Publications | June 2022

Publication PDF

BankNote-Net: Open Dataset for Assistive Universal Currency Recognition

Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres

April 2022

Publication PDF プロジェクト

The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track MSD: Multitemporal Semantic Change Detection

Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nebojsa Jojic, Kolya Malkin, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | January 2022, 巻15: pp. 1643-1655

Publication プロジェクト プロジェクト

Association of Public Health Measures During the COVID-19 Pandemic with the Incidence of Infectious Conjunctivitis

Juan M. Lavista Ferres, Thomas Meirick, Whitney Lomazow, Cecilia S. Lee, Aaron Y. Lee, Michele D. Lee

JAMA Ophthalmology | January 2022

Publication プロジェクト プロジェクト

A Machine Learning Pipeline for Aiding School Identification from Child Trafficking Images

Sumit Mukherjee, Tina Sederholm, Anthony Cintron Roman, Ria Sankar, Sherrie Caltagirone, Juan M. Lavista Ferres

ACM GoodIT ’21: Proceedings of the Conference on Information Technology for Social Good | September 2021

Publication

Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks

Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres

Ecological Informatics | September 2021, 巻64

Publication プロジェクト プロジェクト プロジェクト

Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification

Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres

Scientific Reports | August 2021

Publication PDF プロジェクト プロジェクト プロジェクト

An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises

Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan M. Lavista Ferres

June 2021

Preprint

Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India

Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian

PNAS | May 2021, 巻118

Publication PDF プロジェクト プロジェクト

Unsupervised Background Removal by Dual-Modality PET/CT Guidance: Application to PSMA Imaging of Metastases

Ivan Klyuzhin, Yixi Xu, Sara Harsini, Anthony Ortiz, Carlos Uribe, Juan M. Lavista Ferres, Arman Rahmim

Journal of Nuclear Medicine | May 2021

Publication プロジェクト

Automated Deep Segmentation of Healthy Organs in PSMA PET/CT Images

Ivan Klyuzhin, Guillaume Chausse, Ingrid Bloise, Juan M. Lavista Ferres, Carlos Uribe, Arman Rahmim

Journal of Nuclear Medicine | May 2021

Publication プロジェクト

Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks

Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres

The Journal of the Acoustical Society of America | May 2021

Publication Github プロジェクト プロジェクト プロジェクト

Becoming Good at AI for Good

Meghana Kshirsagar, Siyu Yang, Caleb Robinson, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres

AAAI/ACM Conference on AI, Ethics, and Society (AIES’21) | April 2021

Publication

U.S. Broadband Coverage Data Set: A Differentially Private Data Release

Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan M. Lavista Ferres, Rahul Dodhia

March 2021

Publication Publication PDF プロジェクト プロジェクト プロジェクト

2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good

Naoto Yokoya, Pedram Ghamisi, Ronny Hansch, Colin Prieur, Hana Malha, Jocelyn Chanussot, Caleb Robinson, Kolya Malkin, Nebojsa Jojic

IEEE Geoscience and Remote Sensing Magazine | March 2021, 巻9(1): pp. 287-C3

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Sudden Unexpected Postnatal Collapse Resulting in Newborn Death in the United States

Tatiana M Anderson, Juan M. Lavista Ferres, Jan-Marino Ramirez, Edwin A Mitchell

MCN American Journal of Maternal Child Nursing (In Advance) | February 2021

Publication PDF プロジェクト

Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data

Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres

IAAI’21 | February 2021

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Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 —human interactome

Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman , Judith Klein-Seetharaman

Pacific Symposium on Biocomputing | January 2021

Publication プロジェクト プロジェクト

High-resolution Land Cover Change from Low-resolution Labels: Simple Baselines for the 2021 IEEE GRSS Data Fusion Contest

Nikolay Malkin, Caleb Robinson, Nebojsa Jojic

January 2021

Publication プロジェクト プロジェクト プロジェクト

A Deep Active Learning System for Species Identification and Counting in Camera Trap Images

Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

Methods in Ecology and Evolution | December 2020, 巻12(1): pp. 150-161

Publication PDF プロジェクト プロジェクト

Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan M. Lavista Ferres, Mir Matin, Yoshua Bengio

NeurIPS CCAI | December 2020

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Using Internet Search Trends to Forecast Short-term Drug Overdose Deaths: A Case Study on Connecticut

Sumit Mukherjee, Nicholas Becker, Bill Weeks, Juan M. Lavista Ferres

IEEE International Conference on Machine Learning and Applications (ICMLA) | December 2020

Publication プロジェクト

AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning

Benjamin Kellenberger, Devis Tuia, Dan Morris

Methods in Ecology and Evolution | November 2020, 巻11(12): pp. 1716-1727

Publication プロジェクト

Metadata-Based Detection of Child Sexual Abuse Material

Mayana Pereira, Rahul Dodhia, Richard Brown

October 2020

Publication PDF Publication

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest

Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | September 2020

1st place in 2020 IEEE GRSS Data Fusion Contest

Publication プロジェクト プロジェクト

How to Handle Armed Conflict Data in a Real-World Scenario?

Anusua Trivedi, Kate Keator, Michael Scholtens, Brandon Haigood, Rahul Dodhia, Juan M. Lavista Ferres, Ria Sankar, Avirishu Verma

Philosophy & Technology | September 2020

Publication プロジェクト

Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling

Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide

Applied Acoustics | September 2020, 巻166

Publication プロジェクト プロジェクト プロジェクト

Local Context Normalization: Revisiting Local Normalization

Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic

CVPR 2020 | June 2020

Publication Preprint PDF プロジェクト プロジェクト

privGAN: Protecting GANs from membership inference attacks at low cost

Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan M. Lavista Ferres

May 2020

Under major revision at PETS

Publication

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen

April 2020

Publication プロジェクト

Human-Machine Collaboration for Fast Land Cover Mapping

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

AAAI 2020 | April 2020

Publication Preprint PDF プロジェクト プロジェクト プロジェクト

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | March 2020, 巻147(3)

Publication プロジェクト プロジェクト プロジェクト

Protecting GANs against privacy attacks by preventing overfitting

Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan M. Lavista Ferres

December 2019

Publication PDF

Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | November 2019, 巻146(4): pp. 3089-3089

Publication プロジェクト プロジェクト プロジェクト

Towards Ethical Deployment of AI for Conservation Systems

Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris

August 2019

Publication プロジェクト

Efficient Pipeline for Camera Trap Image Review

Sara Beery, Dan Morris, Siyu Yang

July 2019

Publication プロジェクト プロジェクト

Efficient Pipeline for Automating Species ID in new Camera Trap Projects

Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi

Biodiversity Information Science and Standards | June 2019

DOI PDF プロジェクト プロジェクト

Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data

Mayana Pereira, Alok Kumar, Scott Cristiansen

2019 IEEE International Conference on Smart Computing | May 2019

DOI Publication

Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data

Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic

CVPR 2019 | May 2019

Publication PDF プロジェクト プロジェクト プロジェクト

The moral risk in Machine Learning

Juan M. Lavista Ferres

Integration and Trade Journal | July 2018, 巻22(44): pp. 229-235

DOI Publication PDF

Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Allen Kim, Rahul Dodhia, Andrew Zolli, Shivaprakash K Nagaraju, James Oakleaf, Joe Kiesecker, Juan M. Lavista Ferres

March 2025

Publication Author's Version

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing

Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2025

Publication PDF DOI プロジェクト

Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications

Amrita Gupta, Anthony Ortiz, Simone Fobi Nsutezo, Duncan Kebut, Seema Iyer, Rahul Dodhia, Juan M. Lavista Ferres

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication

TorchGeo: Deep Learning With Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM Transactions on Spatial Algorithms and Systems | January 2025

Publication PDF プロジェクト

PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery

Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication プロジェクト プロジェクト プロジェクト

Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps

Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation

Andres Hernandez Celis, Zhongqi Miao, Luisa Vargas Daza, Rahul Dodhia, Juan M. Lavista Ferres

May 2024

Preprint

Analyzing decades-long environmental changes in Namibia using archival aerial photography and deep learning

Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Akram Zaytar, Rahul Dodhia, Tsering Wangyal Shawa, Juan M. Lavista Ferres, Emmanuel H. Kreike

April 2024

Publication プロジェクト

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery

Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke

March 2024

Publication プロジェクト プロジェクト プロジェクト

A Change Detection Reality Check

Isaac Corley, Caleb Robinson, Anthony Ortiz

February 2024

Preprint DOI プロジェクト プロジェクト

Mission Critical — Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

February 2024

Preprint DOI プロジェクト プロジェクト

Datasets and Foundation Models for Landsat Imagery

Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023

Publication プロジェクト プロジェクト プロジェクト

Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images

Shadab Ahamed, Yixi Xu, C. Gowdy, O. JooH., I. Bloise, Don Wilson, Patrick Martineau, François Bénard, F. Yousefirizi, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Carlos F. Uribe, Arman Rahmim

November 2023

DOI Publication Github

Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters

Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

May 2023

Publication プロジェクト プロジェクト

Mask Conditional Synthetic Satellite Imagery

Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson

ICLR 2023 Machine Learning for Remote Sensing Workshop | May 2023

Publication プロジェクト プロジェクト

On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach

Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres

International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022

Publication PDF プロジェクト プロジェクト

TorchGeo: Deep Learning with Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM SIGSPATIAL 2022 | November 2022

Nominated for best paper

Publication Preprint プロジェクト プロジェクト

Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery

Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS AI+HADR Workshop 2022 | November 2022

Publication プロジェクト プロジェクト

Mapping Industrial Poultry Operations at Scale with Deep Learning and Aerial Imagery

Caleb Robinson, Ben Chugg, Brandon Anderson, Juan M. Lavista Ferres, Daniel E Ho

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | July 2022, 巻15: pp. 7458

Publication Preprint プロジェクト プロジェクト

Fast Building Segmentation From Satellite Imagery and Few Local Labels

Caleb Robinson, Anthony Ortiz, Hogeun Park, Nancy Lozano Gracia, Jon Kher Kaw, Tina Sederholm, Rahul Dodhia, Juan M. Lavista Ferres

CVPR 2022 | June 2022

Publication PDF プロジェクト プロジェクト

BankNote-Net: Open Dataset for Assistive Universal Currency Recognition

Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres

April 2022

Publication PDF プロジェクト

The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track MSD: Multitemporal Semantic Change Detection

Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nebojsa Jojic, Kolya Malkin, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | January 2022, 巻15: pp. 1643-1655

Publication プロジェクト プロジェクト

A Machine Learning Pipeline for Aiding School Identification from Child Trafficking Images

Sumit Mukherjee, Tina Sederholm, Anthony Cintron Roman, Ria Sankar, Sherrie Caltagirone, Juan M. Lavista Ferres

ACM GoodIT ’21: Proceedings of the Conference on Information Technology for Social Good | September 2021

Publication

Detecting Cattle and Elk in the Wild from Space

Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres

June 2021

KDD 2021 Fragile Earth Workshop

Preprint プロジェクト プロジェクト プロジェクト

Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India

Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian

PNAS | May 2021, 巻118

Publication PDF プロジェクト プロジェクト

High-resolution Land Cover Change from Low-resolution Labels: Simple Baselines for the 2021 IEEE GRSS Data Fusion Contest

Nikolay Malkin, Caleb Robinson, Nebojsa Jojic

January 2021

Publication プロジェクト プロジェクト プロジェクト

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest

Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | September 2020

1st place in 2020 IEEE GRSS Data Fusion Contest

Publication プロジェクト プロジェクト

Local Context Normalization: Revisiting Local Normalization

Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic

CVPR 2020 | June 2020

Publication Preprint PDF プロジェクト プロジェクト

privGAN: Protecting GANs from membership inference attacks at low cost

Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan M. Lavista Ferres

May 2020

Under major revision at PETS

Publication

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen

April 2020

Publication プロジェクト

Human-Machine Collaboration for Fast Land Cover Mapping

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

AAAI 2020 | April 2020

Publication Preprint PDF プロジェクト プロジェクト プロジェクト

Efficient Pipeline for Camera Trap Image Review

Sara Beery, Dan Morris, Siyu Yang

July 2019

Publication プロジェクト プロジェクト

Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation

Hannah Kerner, Snehal Chaudhari, Aninda Ghosh, Caleb Robinson, Adeel Ahmad, Eddie Choi, Nathan Jacobs, Chris Holmes, Matthias Mohr, Rahul Dodhia, Juan M. Lavista Ferres, Jennifer Marcus

Proceedings of the AAAI Conference on Artificial Intelligence | April 2025

Publication プロジェクト プロジェクト

Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Allen Kim, Rahul Dodhia, Andrew Zolli, Shivaprakash K Nagaraju, James Oakleaf, Joe Kiesecker, Juan M. Lavista Ferres

March 2025

Publication Author's Version

Multi-modal Language models in bioacoustics with zero-shot transfer: a case study

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

Scientific Reports | February 2025

Publication DOI PDF プロジェクト

Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation

Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps

Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Publication PDF プロジェクト プロジェクト プロジェクト

New frontiers in AI for biodiversity research and conservation with multimodal language models

Zhongqi Miao, Yuanhan Zhang, Zalan Fabian, Andres Hernandez Celis, Sara Beery, Chunyuan Li, Ziwei Liu, Amrita Gupta, Md Nasir, Wanhua Li, Jason Holmberg, Meredith Palmer, Kaitlyn Gaynor, Rahul Dodhia, Juan M. Lavista Ferres

August 2024

Preprint Publication プロジェクト

Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation

Andres Hernandez Celis, Zhongqi Miao, Luisa Vargas Daza, Rahul Dodhia, Juan M. Lavista Ferres

May 2024

Preprint

Will AI accelerate or delay the race to net-zero emissions?

Amy Luers, Jonathan Koomey, Eric Masanet, Owen Gaffney, Felix Creutzig, Juan M. Lavista Ferres, Eric Horvitz

Nature | April 2024

Publication

Analyzing decades-long environmental changes in Namibia using archival aerial photography and deep learning

Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Akram Zaytar, Rahul Dodhia, Tsering Wangyal Shawa, Juan M. Lavista Ferres, Emmanuel H. Kreike

April 2024

Publication プロジェクト

Land use and Europe’s renewable energy transition: identifying low-conflict areas for wind and solar development

Joseph M. Kiesecker, Jeffrey S. Evans, James R. Oakleaf, Kasandra Zorica Dropuljić, Igor Vejnović, Chris Rosslowe, Elisabeth Cremona, Aishwarya L. Bhattacharjee, Shivaprakash K. Nagaraju, Anthony Ortiz, Caleb Robinson, Juan M. Lavista Ferres, Mate Zec, Kei Sochi

Frontiers in Environmental Science | April 2024

Publication DOI プロジェクト

A Change Detection Reality Check

Isaac Corley, Caleb Robinson, Anthony Ortiz

February 2024

Preprint DOI プロジェクト プロジェクト

Mission Critical — Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

February 2024

Preprint DOI プロジェクト プロジェクト

Weak labeling for cropland mapping in Africa

Gilles Quentin Hacheme, Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Stephen Wood

January 2024

Preprint DOI プロジェクト プロジェクト

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery

Caleb Robinson, Isaac Corley, Anthony Ortiz, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2024

Preprint DOI プロジェクト プロジェクト

Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS 2023 | November 2023

Publication PDF プロジェクト プロジェクト

The Road to India’s Renewable Energy Transition Must Pass through Crowded Lands

Joseph M. Kiesecker, Shivaprakash K. Nagaraju, James R. Oakleaf, Anthony Ortiz, Juan M. Lavista Ferres, Caleb Robinson, Srinivas Krishnaswamy, Raman Mehta, Rahul Dodhia, Jeffrey S. Evans , Michael Heiner, Pratiti Priyadarshini, Pooja Chandran, Kei Sochi

Land | November 2023

Publication DOI プロジェクト プロジェクト プロジェクト

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres

November 2023

Preprint プロジェクト

Zero-Shot Transfer for Wildlife Bioacoustics Detection

Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres

August 2023

Preprint DOI プロジェクト プロジェクト

Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event

Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres

June 2023

Publication PDF プロジェクト プロジェクト

Nature dependent tourism – Combining big data and local knowledge

Mark D. Spalding, Kate Longley-Wood, Valerie Pietsch McNulty, Sherry Constantine, Montserrat Acosta-Morel, Val Anthony, Aaron D. Cole, Giselle Hall, Barry A. Nickel, Steven R. Schill, Peter W. Schuhmann, Darren Tanner

Journal of Environmental Management | April 2023

Publication DOI PDF プロジェクト

DeepDeg: Forecasting and explaining degradation in novel photovoltaics

Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi

March 2023

Publication プロジェクト

A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space

Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres

Journal of Marine Science & Engineering | March 2023

Publication プロジェクト プロジェクト プロジェクト

Turkey Earthquake Report

Caleb Robinson, Ritwik Gupta , Simone Fobi Nsutezo, Erick Pound, Anthony Ortiz, Melissa Rosa, Kevin White, Rahul Dodhia, Andrew Zolli, Cameron Birge, Juan M. Lavista Ferres

MSR-TR-2023-7 | February 2023

Microsoft による投稿

Publication プロジェクト プロジェクト

TorchGeo: Deep Learning with Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM SIGSPATIAL 2022 | November 2022

Nominated for best paper

Publication Preprint プロジェクト プロジェクト

Mapping Glacial Lakes Using Historically Guided Segmentation Models

Anthony Ortiz, Weiyushi Tian, Tenzing Sherpa, Finu Shrestha, Mir Matin, Rahul Dodhia, Juan M. Lavista Ferres, Kris Sankaran

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | October 2022

Publication プロジェクト プロジェクト プロジェクト プロジェクト

An Artificial Intelligence Dataset for Solar Energy Locations in India

Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan M. Lavista Ferres

Scientific Data | August 2022, 巻9(1): pp. 1-13

Publication PDF プロジェクト プロジェクト プロジェクト

Mapping Industrial Poultry Operations at Scale with Deep Learning and Aerial Imagery

Caleb Robinson, Ben Chugg, Brandon Anderson, Juan M. Lavista Ferres, Daniel E Ho

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | July 2022, 巻15: pp. 7458

Publication Preprint プロジェクト プロジェクト

The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track MSD: Multitemporal Semantic Change Detection

Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nebojsa Jojic, Kolya Malkin, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | January 2022, 巻15: pp. 1643-1655

Publication プロジェクト プロジェクト

Social Connectedness and Movements Among Communities of Giraffes Vary by Sex and Age Class

Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen Bijral, Fred B. Bercovitch, Monica L. Bond

Animal Behaviour | October 2021

Publication プロジェクト プロジェクト

From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery

Nebojsa Jojic, Kolya Malkin, Caleb Robinson, Anthony Ortiz

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | July 2021

Publication プロジェクト プロジェクト プロジェクト

Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery

Caleb Robinson, Anthony Ortiz, Juan M. Lavista Ferres, Brandon Anderson, Daniel E. Ho

ACM COMPASS 2021 | June 2021

Honorable mention for best paper

Publication Preprint プロジェクト プロジェクト

Detecting Cattle and Elk in the Wild from Space

Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres

June 2021

KDD 2021 Fragile Earth Workshop

Preprint プロジェクト プロジェクト プロジェクト

Where there’s Smoke, there’s Fire: Wildfire Risk Predictive Modeling via Historical Climate Data

Shahrzad Gholami, Narendran Kodandapani, Jane Wang, Juan M. Lavista Ferres

IAAI’21 | February 2021

Publication PDF プロジェクト プロジェクト

A Deep Active Learning System for Species Identification and Counting in Camera Trap Images

Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

Methods in Ecology and Evolution | December 2020, 巻12(1): pp. 150-161

Publication PDF プロジェクト プロジェクト

Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan M. Lavista Ferres, Mir Matin, Yoshua Bengio

NeurIPS CCAI | December 2020

Publication PDF プロジェクト プロジェクト プロジェクト

AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning

Benjamin Kellenberger, Devis Tuia, Dan Morris

Methods in Ecology and Evolution | November 2020, 巻11(12): pp. 1716-1727

Publication プロジェクト

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest

Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | September 2020

1st place in 2020 IEEE GRSS Data Fusion Contest

Publication プロジェクト プロジェクト

A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network

Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead

Science Direct | September 2020

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Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling

Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide

Applied Acoustics | September 2020, 巻166

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Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen

April 2020

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Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | March 2020, 巻147(3)

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Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | November 2019, 巻146(4): pp. 3089-3089

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Towards Ethical Deployment of AI for Conservation Systems

Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris

August 2019

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Efficient Pipeline for Camera Trap Image Review

Sara Beery, Dan Morris, Siyu Yang

July 2019

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Efficient Pipeline for Automating Species ID in new Camera Trap Projects

Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi

Biodiversity Information Science and Standards | June 2019

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Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data

Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic

CVPR 2019 | May 2019

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Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm

Meghana Kshirsagar, Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia, Eric Horvitz, Bonnie Berger, Gregory R. Bowman, Juan M. Lavista Ferres, David Baker, Minkyung Baek

Nature Communications | February 2025

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Leveraging public data: Changes in local economic distress and drug overdose deaths at the county level, 2000 – 2019

Shaddy K. Saba, Juan M. Lavista Ferres, Bill Weeks

International Journal of Public Health | February 2025

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AI in the Era of GPT: Transforming the Future of Work and Discovery

Juan M. Lavista Ferres, Elliot K Fishman, Linda C Chu, Felipe Lopez-Ramirez, Charles K Crawford, Steven P Rowe

Journal of the American College of Radiology | February 2025

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Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Lee, Lowy Medical Research Institute

Ophthalmology Science | January 2025

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Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs

Suhas Babu, James Weinstein, Juan M. Lavista Ferres, Bill Weeks

The Journal of Rural Health | January 2025

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Efficacy of a conversational chatbot for cigarette smoking cessation: Protocol of the QuitBot full-scale randomized controlled trial

Jonathan B Bricker, Brianna M Sullivan, Kristin E Mull, Juan M. Lavista Ferres, Margarita Santiago-Torres

Contemporary Clinical Trials | December 2024

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Choosing your Surgeon Wisely: Using Provider-Procedure-Volume-Specific Data for Informed Choice

Bill Weeks, Bruno Demuro Segundo, Dan M Lee, Divya Michael, James Weinstein, Juan M. Lavista Ferres

Journal of Community Medicine & Public Health | October 2024

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Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City

Darren Tanner, Yongkang Zhang, Ji Eun Chang, Peter Speyer, Elizabeth Adamson, Ann Aerts, Juan M. Lavista Ferres, Bill Weeks

BMJ Public Health | September 2024

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Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst

Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon

Pancreatology | September 2024

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A Methodology for Using Large Language Models to Create User-Friendly Applications for Medicaid Redetermination and Other Social Services

Sumanth Ratna, Bill Weeks, Juan M. Lavista Ferres, Aneesh Chopra, Mayana Pereira

International Journal of Public Health | August 2024

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Maternal Obesity and Risk of Sudden Unexpected Infant Death

Darren Tanner, Jan-Marino Ramirez, Bill Weeks, Juan M. Lavista Ferres, Edwin A. Mitchell

Jama Pediatrics | July 2024

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Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning

Samuel Sledzieski, Meghana Kshirsagar, Minkyung Baek, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

PNAS | June 2024

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Known pathogenic gene variants and new candidates detected in Sudden Unexpected Infant Death using Whole Genome Sequencing

Angela M Bard, Lindsay V Clark, Erdal Cosgun, Kimberly A Aldinger, Andrew Timms, Lely A Quina, Juan M. Lavista Ferres, David Jardine, Elisabeth A Haas, Tatiana M Becker, Chelsea M Pagan, Avni Santani, Diego Martinez, Soumitra Barua, Zakkary McNutt, Addie Nesbitt, Edwin A Mitchell, Jan-Marino Ramirez

American Journal of Medical Genetics | June 2024

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Bridging the rural‐urban divide: An implementation plan for leveraging technology and artificial intelligence to improve health and economic outcomes in rural America

Bill Weeks, Justin Spelhaug , James Weinstein, Juan M. Lavista Ferres

The Journal of Rural Health | March 2024

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Health and Wealth in America

Bill Weeks, Juan M. Lavista Ferres, James Weinstein

International Journal of Public Health | March 2024

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Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014–15

Darren Tanner, Juan M. Lavista Ferres, Edwin A. Mitchell

Scientific Reports | March 2024

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Self-Supervised Learning for Improved Optical Coherence Tomography Detection of Macular Telangiectasia Type 2

Shahrzad Gholami, Lea Scheppke, Meghana Kshirsagar, Yue Wu, Rahul Dodhia, Roberto Bonelli, Irene Leung, Ferenc B. Sallo, Alyson Muldrew, Catherine Jamison, Tunde Peto, Juan M. Lavista Ferres, Bill Weeks, Martin Friedlander, Aaron Y. Lee

JAMA Ophthalmology | February 2024

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Hospital use of common Z-codes for Medicare fee-for-service beneficiaries, 2017–2021

Ji E Chang, Nate Smith, Zoe Lindenfeld, Bill Weeks

Health Affairs Scholar | January 2024, 巻2(1)

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All Sustainable Development Goals Support Good Health and Well-Being

Bill Weeks, James Weinstein, Juan M. Lavista Ferres

International Journal of Public Health | December 2023, 巻68

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Parameter-Efficient Fine-Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions

Samuel Sledzieski, Meghana Kshirsagar, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres

Machine Learning for Structural Biology Workshop, NeurIPS | December 2023

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Towards an automated Segment Anything Model (SAM) for lesion segmentation in oncological PET/CT images

S. Ahamed, Yixi Xu, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, A. Rahmim

2023 IEEE Nuclear Science Symposium | December 2023

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Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images

Shadab Ahamed, Yixi Xu, C. Gowdy, O. JooH., I. Bloise, Don Wilson, Patrick Martineau, François Bénard, F. Yousefirizi, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Carlos F. Uribe, Arman Rahmim

November 2023

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Using Artificial Intelligence to Advance Public Health

Bill Weeks, Brian Taliesin, Juan M. Lavista Ferres

International Journal of Public Health (IJPH) | November 2023

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Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Bill Weeks, Ji E. Chang, José A. Pagán, Jeffrey Lumpkin, Divya Michael, Santiago Salcido, Allen Kim, Peter Speyer, Ann Aerts, James N. Weinstein, Juan M. Lavista Ferres

PLOS Global Public Health | October 2023

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An observational, sequential analysis of the relationship between local economic distress and inequities in health outcomes, clinical care, health behaviors, and social determinants of health

Bill Weeks, Juan M. Lavista Ferres, Ji E Chang, José A Pagán, Ann Aerts,, James N Weinstein

International Journal for Equity in Health | September 2023

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Risk factors for late (28+ weeks’ gestation) stillbirth in the United States, 2014–2015

Darren Tanner, Sushama Murthy, Juan M. Lavista Ferres, Jan-Marino Ramirez, Edwin A. Mitchell

PLOS ONE | August 2023

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PSMA-Hornet: Fully-automated, multi-target segmentation of healthy organs in PSMA PET/CT images

Ivan S. Klyuzhin, Guillaume Chaussé, Ingrid Bloise, Sara Harsini, Juan M. Lavista Ferres, Carlos Uribe, Arman Rahmim

American Association of Physicists in Medicine | August 2023

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Modeling to explore and challenge inherent assumptions when cultural norms have changed: a case study on left-handedness and life expectancy

Juan M. Lavista Ferres, Md Nasir, Avleen Bijral, S V Subramanian, Bill Weeks

Archives of Public Health | July 2023

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Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography

Shahrzad Gholami, Lea Scheppke, Rahul Dodhia, Juan M. Lavista Ferres, Dr. Aaron Lee

ICML Workshop on Interpretable Machine Learning in Healthcare (IMLH 2023), Short Paper | July 2023

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AI methods and their application to health and prevention using open data

Juan M. Lavista Ferres

May 2023

博士論文:Vrije Universiteit Amsterdam | May 2023

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Using data science and a health equity lens to identify long-COVID sequelae among medically underserved populations

Md Nasir, Nicole Cook, Daniel Parras, Sumit Mukherjee, Geralyn Miller, Juan M. Lavista Ferres, Katherine Chung-Bridges

Journal of Health Care for the Poor and Underserved | May 2023

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Watching Innovation in Real Time: The Story of ChatGPT and Radiology

Elliot K. Fishman, Bill Weeks, Juan M. Lavista Ferres, Linda C. Chu

Canadian Association of Radiologists Journal | May 2023

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Maternal infections in pregnancy and the risk of sudden unexpected infant death in the offspring in the US, 2011–2015

Maggie Weatherly, Anusua Trivedi, Ratna Chembrolu, Sanjana Gupta, Jan-Marino Ramirez, Juan M. Lavista Ferres, Tatiana M. Anderson, Edwin A. Mitchell

PLoS ONE | April 2023

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Evaluating the Generalizability of Deep Learning Image Classification Algorithms to Detect Middle Ear Disease Using Otoscopy

Al-Rahim Habib, Yixi Xu, Kris Bock, Shrestha Mohanty, Tina Sederholm, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Chris Perry, Raymond Sacks, Narinder Singh

Scientific Reports | April 2023

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Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss

Yixi Xu, Ivan Klyuzhin, Sara Harsini, Anthony Ortiz, Shun Zhang, François Bénard, Rahul Dodhia, Carlos F. Uribe, Arman Rahmim , Juan M. Lavista Ferres

Computers in Biology and Medicine | April 2023

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A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo H. O., Carlos F. Uribe, Rahul Dodhia, Juan M. Lavista Ferres, Arman Rahmim

Medical Imaging 2023 | April 2023

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AI as a Public Service

Juan M. Lavista Ferres, Elliot K. Fishman , Steven P. Rowe , Linda C. Chu , Elias Lugo-Fagundo

Journal of the American College of Radiology | March 2023

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Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology (Editorial)

Juan M. Lavista Ferres, Bill Weeks, Linda C. Chu , Steven P. Rowe, Elliot K. Fishman

Diagnostic and Interventional Imaging | March 2023

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Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network

Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman

Nature Communications | February 2023

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Identifying long-term effects of SARS-CoV-2 and their association with social determinants of health in a cohort of over one million COVID-19 survivors

Sumit Mukherjee, Meghana Kshirsagar, Nicholas Becker, Yixi Xu, Bill Weeks, Shwetak Patel, Juan M. Lavista Ferres, Michael L. Jackson

BMC Public Health | December 2022

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Novel data analytics identify predictors of quality-of-life trajectories in patients with AML or high-risk Myeloid Neoplasms

Jordan Gauthier, Bianca Furtuna, ,Jacopo Mangiavacchi, Shahrzad Gholami, Juan M. Lavista Ferres, Rahul Dodhia, Amir T. Fathi,, Andrew M. Brunner, Aaron T. Gerds, Mikkael A. Sekeres, Bruno C. Medeiros, Eunice S. Wang, Paul J Shami, Kehinde Adekola, Selina M. Luger, Maria R. Baer, David A Rizzieri, Tanya Wildes, Jamie L. Koprivnikar, Julie Smith, Mitchell A. Garrison, Kiarash Kojouri, Frederick R. Appelbaum, Mary-Elizabeth M. Percival, Stephanie J. Lee, Mohamed L. Sorror

Blood | November 2022

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Factors Associated with the Intention to Receive the COVID-19 Vaccine: Cross-sectional National Study

Monica L Kasting , Jonathan T Macy , Shaun J Grannis , Ashley J Wiensch , Juan M. Lavista Ferres, Brian E Dixon

JMIR Public Health Surveillance | November 2022

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The Risk of Hospitalization and Mortality After Breakthrough SARS-CoV-2 Infection by Vaccine Type: Observational Study of Medical Claims Data

Meghana Kshirsagar, Md Nasir, Sumit Mukherjee, Nicholas Becker, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres, Barbra Richardson

JMIR Public Health Surveillance | November 2022

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Deep Learning Models for COVID-19 Chest X-ray Classification: Preventing Shortcut Learning Using Feature Disentanglement

Caleb Robinson, Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Aaron Lee, Jayashree Kalpathy-Cramer, Juan M. Lavista Ferres

PLOS | October 2022

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Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19