Benchmarking of computational error-correction methods for next-generation sequencing data. - Keith Mitchell; Jaqueline J. Brito; Igor Mandric; Qiaozhen Wu; Sergey Knyazev; Sei Chang; Lana S. Martin; Aaron Karlsberg; Ekaterina Gerasimov; Russell Littman; Brian L. Hill; Nicholas C. Wu; et al. (BCB, 2020)

Beat-to-Beat Cardiac Pulse Rate Measurement From Video. - Brian L. Hill; Xin Liu 034; Daniel McDuff (ICCVW, 2021)

Learning Higher-Order Dynamics in Video-Based Cardiac Measurement. - Brian L. Hill; Xin Liu 034; Daniel McDuff (CoRR, 2021)

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement. - Xin Liu 034; Brian L. Hill; Ziheng Jiang; Shwetak N. Patel; Daniel McDuff (CoRR, 2021)

Automated identification of clinical features from sparsely annotated 3-dimensional medical imaging. - Nadav Rakocz; Jeffrey N. Chiang; Muneeswar G. Nittala; Giulia Corradetti; Liran Tiosano; Swetha Velaga; Michael Thompson; Brian L. Hill; Sriram Sankararaman; Jonathan L. Haines; Margaret A. Pericak-Vance; Dwight Stambolian; et al. (npj Digit. Medicine, 2021)

Computational Methods for the Imputation and Prediction of Digital Health Data. - Brian Lawrence Hill (2021)

Extend and Explain: Interpreting Very Long Language Models. - Joel Stremmel; Brian L. Hill; Jeffrey Hertzberg; Jaime Murillo; Llewelyn Allotey; Eran Halperin (ML4H@NeurIPS, 2022)

SCAMPS: Synthetics for Camera Measurement of Physiological Signals. - Daniel McDuff; Miah Wander; Xin Liu 034; Brian L. Hill; Javier Hernandez; Jonathan Lester; Tadas Baltrusaitis (NeurIPS, 2022)

Understanding and Predicting the Effect of Environmental Factors on People with Type 2 Diabetes. - Kailas Vodrahalli; Gregory D. Lyng; Brian L. Hill; Kimmo Kärkkäinen; Jeffrey Hertzberg; James Zou 001; Eran Halperin (CHIL, 2023)

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement. - Xin Liu 034; Brian L. Hill; Ziheng Jiang; Shwetak N. Patel; Daniel McDuff (WACV, 2023)

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records. - Ekaterina Redekop; Zichen Wang; Rushikesh Kulkarni; Mara Pleasure; Aaron Chin; Hamid Reza Hassanzadeh; Brian L. Hill; Melika Emami; William Speier; Corey W. Arnold (CoRR, 2025)

OrdShap: Feature Position Importance for Sequential Black-Box Models. - Davin Hill; Brian L. Hill; Aria Masoomi; Vijay S. Nori; Robert E. Tillman; Jennifer G. Dy (CoRR, 2025)