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Does heterogeneity underlie differences in treatment effects estimated from SuperLearner versus logistic regression? An application in nutritional epidemiology

Authors:Julie M. Petersen, University of PittsburghAshley I. Naimi, Emory UniversityLisa M. Bodnar, University of Pittsburgh

Date:2023

Publisher:Elsevier

Publication Version:Author Accepted Manuscript (After Peer Review)

License:Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International

Review of Machine Learning and Artificial Intelligence (ML/AI) for the Pediatric Neurologist

Authors:Grace Y. Gombolay, Emory UniversityNakul Gopalan, Georgia Institute of TechnologyAndrea Bernasconi, McGill Universityrima Nabbout, Paris Descartes UniversityJonathan t. Megerian, University of California, IrvineBenjamin Siegel, Emory UniversityJamika Hallman-Cooper, Emory UniversitySonam Bhalla, Emory UniversityMatthew C. Gombolay, Georgia Institute of Technology

Date:2023

Publisher:Elsevier

Publication Version:Author Accepted Manuscript (After Peer Review)

License:Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International

Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning

Authors:Eslam Abdelaleem, Emory UniversityAhmed Roman, Emory UniversityK. Michael Martini, Emory UniversityIlya Nemenman, Emory University

Date:2024

Publisher:Cornell University

Publication Version:Preprint (Prior to Peer Review)

License:Creative Commons Attribution 4.0 International

Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses

Authors:Eslam Abdelaleem, Emory UniversityIlya Nemenman, Emory UniversityK. Michael Martini, Emory University

Date:2025

Publisher:Cornell University

Publication Version:Preprint (Prior to Peer Review)

License:Creative Commons Attribution 4.0 International

Machine learning that predicts well may not learn the correct physical descriptions of glassy systems

Authors:Arabind Swain

, Emory UniversitySean Alexander Ridout

, Emory UniversityIlya Nemenman

, Emory University

Date:2024

Publisher:American Physical Society

Publication Version:Final Published Version

License:Creative Commons Attribution 4.0 International

Collision-induced and complex-mediated roaming dynamics in the H + C2H4 → H2 + C2H3 reaction

Authors:Yan-Lin Fu, Dalian University of TechnologyXiaoxiao Lu, Chinese Academy of SciencesYong-Chang han, Dalian University of TechnologyBina Fu, Chinese Academy of SciencesDong H. Zhang, Chinese Academy of SciencesJoel M. Bowman, Emory University

Date:2020

Publisher:Royal Society of Chemistry

Publication Version:Final Published Version

License:Creative Commons Attribution-NonCommercial 4.0 International

Accelerated Discovery of Potent Fusion Inhibitors for Respiratory Syncytial Virus

Authors:Nicole Pribut, Emory UniversityThomas M. Kaiser, Emory UniversityRobert J. Wilson, Emory UniversityEdgars Jecs, Emory UniversityZackery W. Dentmon, Emory UniversityStephen C. Pelly, Emory UniversitySavita Sharma, Emory UniversityPerry W. Bartsch III, Emory UniversityPieter B. Burger, Emory UniversitySoyon S. Hwang, Emory UniversityThalia Le, Emory UniversityJulien Sourimant, Georgia State UniversityJeong-Joong Yoon, Georgia State UniversityRichard K. Plemper, Georgia State UniversityDennis C. Liotta, Emory University

Date:2020

Publisher:American Chemical Society

Publication Version:Author Accepted Manuscript (After Peer Review)

Machine Learning Models for the Early Real-Time Prediction of Deterioration in Intensive Care Units—A Novel Approach to the Early Identification of High-Risk Patients

Authors:Dominik Thiele, Universitätsmedizin BerlinReitze Rodseth, University of KwaZulu-NatalRichard Friedland, Netcare LimitedFabian Berger, Netcare LimitedChris Mathew, Netcare LimitedCaroline Maslo, Netcare LimitedVanessa Moll, University of Minnesota, MinneapolisChristoph Leithner, Universitätsmedizin BerlinChristian Storm, Universitätsmedizin BerlinAlexander Krannich, Universitätsmedizin BerlinJens Nee, Universitätsmedizin Berlin

Date:2025

Publisher:MDPI

Publication Version:Final Published Version

License:Creative Commons Attribution 4.0 International

DFUCare: deep learning platform for diabetic foot ulcer detection, analysis, and monitoring

Authors:Varun Sendilraj, Emory UniversityWilliam Pilcher, Emory UniversityDahim Choi, Emory UniversityAarav Bhasin, Johns Creek High SchoolAvika Bhadada, Vivek High SchoolSanjay Kumar Bhadadaa, Postgraduate Institute of Medical Education and Research, ChandigarhManoj Bhasin, Emory University

Date:2024

Publisher:Frontiers

Publication Version:Final Published Version

License:Creative Commons Attribution 4.0 International

AIDEx - An Open-source Platform for Real-Time Forecasting Sepsis and A Case Study on Taking ML Algorithms to Production

Authors:Fatemeh Amrollahi, University of California San DiegoSupreeth Prajwal Shashikumar, University of California San DiegoPradeeban Kathiravelu, Emory UniversityAshish Sharma, Emory UniversityShamim Nemati, University of California San Diego

Date:2020

Publisher:IEEE

Publication Version:Author Accepted Manuscript (After Peer Review)

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