Madhumita Sushil

Statistics

Publications

Citations

583

H-Index

Active since

2017

Affiliations

University of California, San Francisco(Current)

University of California, Berkeley

UCSF Helen Diller Family Comprehensive Cancer Center

University of California Office of the President

University of Antwerp

Madhumita Sushil is an author at University of California, San Francisco specializing in clinical natural language processing, computing, and large language models.

ORCID

Publications per year

2017–2025

Publications

Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department

Christopher Y. K. Williams, Travis Zack, Brenda Y. Miao et al. · JAMA Network Open · 2024 · 136 citations · Full text

Computing, Emergency Medicine, Health Informatics +13

Evaluating large language models as agents in the clinic

Nikita Mehandru, Brenda Y. Miao, Eduardo Rodriguez Almaraz et al. · npj Digital Medicine · 2024 · 122 citations · Full text

Computing, Computer Science, Health Informatics +12

CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference

Madhumita Sushil, Vanessa E. Kennedy, Divneet Mandair et al. · NEJM AI · 2024 · 56 citations · Full text

Computing, Biomedical Informatics, Oncology +15

Patient representation learning and interpretable evaluation using clinical notes

Madhumita Sushil, Simon Šuster, Kim Luyckx et al. · Journal of Biomedical Informatics · 2018 · 45 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports

Madhumita Sushil, Travis Zack, Divneet Mandair et al. · Journal of the American Medical Informatics Association · 2024 · 41 citations · Full text

Computing, Biomedical Informatics, Computer Science +17

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