Brian L. Hill

Statistics

Publications

Citations

967

H-Index

Active since

2017

Affiliations

University of California, Los Angeles(Current)

University of Washington

Hebrew University of Jerusalem

QB3

Precision Research (United States)

Brian L. Hill is an author at University of California, Los Angeles specializing in medicine, electronic health records databases, and computer vision.

ORCID

Publications per year

2017–2024

Publications

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement

Xin Liu, Brian L. Hill, Ziheng Jiang et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 161 citations

Engineering, Biomedical Engineering, Computer Science +13

An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data

Brian L. Hill, Robert J. Brown, Eilon Gabel et al. · British Journal of Anaesthesia · 2019 · 103 citations · Full text

Computing, Biomedical Informatics, Health Informatics +10

Challenges and recommendations to improve the installability and archival stability of omics computational tools

Serghei Mangul, Thiago Mosqueiro, Richard J. Abdill et al. · PLoS Biology · 2019 · 94 citations · Full text

Life Sciences, Bioinformatics, Biomedical Sciences +14

A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity

David Goodman‐Meza, Ákos Rudas, Jeffrey N. Chiang et al. · PLoS ONE · 2020 · 71 citations · Full text

Medicine, Health Informatics, Infectious Diseases +17

Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning

Brian L. Hill, Nadav Rakocz, Ákos Rudas et al. · Scientific Reports · 2021 · 68 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

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