Minimizing Close-k Aggregate Loss Improves Classification. - Bryan He; James Zou (CoRR, 2018)

Diversity Breeds Innovation With Discounted Impact and Recognition. - Bas Hofstra; Sebastian Munoz-Najar Galvez; Bryan He; Vivek V. Kulkarni; Daniel A. McFarland (CoRR, 2019)

Video-based AI for beat-to-beat assessment of cardiac function. - David Ouyang; Bryan He; Amirata Ghorbani; Neal Yuan; Joseph Ebinger; Curtis P. Langlotz; Paul A. Heidenreich; Robert A. Harrington; David H. Liang; Euan A. Ashley; James Y. Zou (Nat., 2020)

Deep learning interpretation of echocardiograms. - Amirata Ghorbani; David Ouyang; Abubakar Abid; Bryan He; Jonathan H. Chen; Robert A. Harrington; David H. Liang; Euan A. Ashley; James Y. Zou (npj Digit. Medicine, 2020)

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning. - Grant Duffy; Paul P. Cheng; Neal Yuan; Bryan He; Alan C. Kwan; Matthew J. Shun-Shin; Kevin M. Alexander; Joseph Ebinger; Matthew P. Lungren; Florian Rader; David H. Liang; Ingela Schnittger; et al. (CoRR, 2021)

CloudPred: Predicting Patient Phenotypes From Single-cell RNA-seq. - Bryan He; Matthew Thomson 001; Meena Subramaniam; Richard Perez; Chun Jimmie Ye; James Zou (CoRR, 2021)

Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality. - David Ouyang; John Theurer; Nathan R. Stein; J. Weston Hughes; Pierre A. Elias; Bryan He; Neal Yuan; Grant Duffy; Roopinder K. Sandhu; Joseph Ebinger; Patrick Botting; Melvin Jujjavarapu; et al. (CoRR, 2022)

Deep Learning Discovery of Demographic Biomarkers in Echocardiography. - Grant Duffy; Shoa L. Clarke; Matthew Christensen; Bryan He; Neal Yuan; Susan Cheng; David Ouyang (CoRR, 2022)

Confounders mediate AI prediction of demographics in medical imaging. - Grant Duffy; Shoa L. Clarke; Matthew Christensen; Bryan He; Neal Yuan; Susan Cheng; David Ouyang (npj Digit. Medicine, 2022)

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals. - Rahul Thapa; Bryan He; Magnus Ruud Kjær; Hyatt E. Moore IV; Gauri Ganjoo; Emmanuel Mignot; James Zou 001 (ICML, 2024)

EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation. - Milos Vukadinovic; Xiu Tang; Neal Yuan; Paul P. Cheng; Debiao Li; Susan Cheng; Bryan He; David Ouyang (CoRR, 2024)

How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos? - Rahul Thapa; Andrew Li; Qingyang Wu; Bryan He; Yuki Sahashi; Christina Binder; Angela Zhang; Ben Athiwaratkun; Shuaiwen Leon Song; David Ouyang; James Zou 001 (CoRR, 2025)

Medical Image De-Identification Benchmark Challenge. - Linmin Pei; Sutton Granger; Michael W. Rutherford; Ulrike Wagner; Tracy S. Nolan; Kirk E. Smith; Phillip Farmer; Peter Gu; Ambar Rana; Kailing Chen; Thomas Ferleman; Brian Park; et al. (CoRR, 2025)