Beau Norgeot

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 5

Top Topics

Health Information

Manual Labeling

Video Conferencing

Top Venues

Frontiers Artif. Intell.

npj Digit. Medicine

J. Digit. Imaging

University of California, San Francisco, USA (PHD)

Education History

University of California, San Francisco, USA

PHD

Publications

Gino Tesei, Stefanos Giampanis, Jingpu Shi, Beau Norgeot
Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation. J. Biomed. Informatics 140 (2023)
Jingpu Shi, Dong Wang, Gino Tesei, Beau Norgeot
Generating high-fidelity privacy-conscious synthetic patient data for causal effect estimation with multiple treatments. Frontiers Artif. Intell. 5 (2022)
Beau Norgeot, Kathleen Muenzen, Thomas A. Peterson, Xuancheng Fan, Benjamin S. Glicksberg, Gundolf Schenk, Eugenia Rutenberg, Boris Oskotsky, Marina Sirota, Jinoos Yazdany, Gabriela Schmajuk, Dana Ludwig, Theodore C. Goldstein, Atul J. Butte
Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes. npj Digit. Medicine 3 (2020)
Dmytro S. Lituiev, Hari Trivedi, Maryam Panahiazar, Beau Norgeot, Youngho Seo, Benjamin L. Franc, Roy Harnish, Michael Kawczynski, Dexter Hadley
Automatic Labeling of Special Diagnostic Mammography Views from Images and DICOM Headers. J. Digit. Imaging 32 (2) (2019)
Beau Norgeot, Dmytro Lituiev, Benjamin S. Glicksberg, Atul J. Butte
Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care. CoRR (2018)