Madhumita Sushil

Also affiliated with Neurological Surgery, University of San Francisco

Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 25 papers. Top paper: “Evaluating large language models as agents in the clinic”.

Evaluating large language models as agents in the clinic

npj Digital Medicine(2024)10.1038/s41746-024-01083-y

N/A

5.8DataRank · unranked

124 citations

Brenda Y. Miao, Eduardo Rodriguez Almaraz, Madhumita Sushil, Atul Janardhan Butte, Ahmed M. Alaa +1 more

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

NEJM AI(2024)10.1056/aidbp2300110

N/A

2.5DataRank · unranked

56 citations

Vanessa E. Kennedy, Divneet Mandair, Brenda Y. Miao, Travis Zack, Atul Janardhan Butte +1 more

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

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae146

N/A

1.7DataRank · unranked

42 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +4 more

Characterisation of digital therapeutic clinical trials: a systematic review with natural language processing

The Lancet Digital Health(2024)10.1016/s2589-7500(23)00244-3

N/A

1.6DataRank · unranked

27 citations

Madhumita Sushil, Ava Xu, Michelle Wang, Douglas V. Arneson, Ellen Berkley +5 more

Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad085

N/A

1.2DataRank · unranked

17 citations

Madhumita Sushil, Brenda Y. Miao, Atul Janardhan Butte, Michelle Wang

Algorithmic Identification of Treatment‐Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease

Clinical Pharmacology & Therapeutics(2024)10.1002/cpt.3226

N/A

0.953DataRank · unranked

26 citations

Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz +15 more

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

JAMA Network Open(2024)10.1001/jamanetworkopen.2024.8895

N/A

0.744DataRank · unranked

142 citations

Travis Zack, Brenda Y. Miao, Madhumita Sushil, Michelle Wang, Aaron E. Kornblith +2 more

The MI-CLAIM-GEN checklist for generative artificial intelligence in health

Nature Medicine(2025)10.1038/s41591-024-03470-0

N/A

0.720DataRank · unranked

18 citations

Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Shenghuan Sun, Travis Zack +14 more

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

Research Square(2024)10.21203/rs.3.rs-3914899/v1

N/A

0.663DataRank · unranked

11 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +3 more

Topic modeling on clinical social work notes for exploring social determinants of health factors

JAMIA Open(2024)10.1093/jamiaopen/ooad112

N/A

0.494DataRank · unranked

26 citations

Travis Zack, Christopher Y. K. Williams, Madhumita Sushil, Atul Janardhan Butte, Shenghuan Sun

Assessing Large Language Models for Oncology Data Inference From Radiology Reports

JCO Clinical Cancer Informatics(2024)10.1200/cci.24.00126

N/A

0.406DataRank · unranked

14 citations

Travis Zack, Arda Demirci, Madhumita Sushil, Brenda Y. Miao, Corynn Kasap +4 more

Assessing clinical acuity in the Emergency Department using the GPT-3.5 Artificial Intelligence Model

medRxiv(2023)10.1101/2023.08.09.23293795

N/A

0.312DataRank · unranked

7 citations

Travis Zack, Brenda Y. Miao, Madhumita Sushil, Michelle Wang, Atul Janardhan Butte +1 more

Robustness tests for biomedical foundation models should tailor to specifications

npj Digital Medicine(2025)10.1038/s41746-025-01926-2

N/A

0.298DataRank · unranked

6 citations

Noah Baker, Tom David, Qiming Cui, A Jay Holmgren, Stefan Bauer +3 more

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration

Journal of Clinical Epidemiology(2024)10.1016/j.jclinepi.2024.111258

N/A

0.292DataRank · unranked

6 citations

Atul Janardhan Butte, Ewoud Schuit, Maarten van Smeden, Artuur M. Leeuwenberg, Madhumita Sushil

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

arXiv (Cornell University)(2024)10.48550/arxiv.2401.13887

N/A

0.276DataRank · unranked

3 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +3 more

Algorithmic identification of treatment-emergent adverse events from clinical notes using large language models: a pilot study in inflammatory bowel disease

medRxiv(2023)10.1101/2023.09.06.23295149

N/A

0.165DataRank · unranked

2 citations

Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz +15 more

Assessing Large Language Models for Oncology Data Inference from Radiology Reports

medRxiv(2024)10.1101/2024.05.23.24307579

N/A

0.165DataRank · unranked

2 citations

Travis Zack, Arda Demirci, Madhumita Sushil, Corynn Kasap, Eric A. Collisson +4 more

Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes

JAMIA Open(2024)10.1093/jamiaopen/ooae073

N/A

0.165DataRank · unranked

2 citations

Travis Zack, Christopher Y. K. Williams, Atul Janardhan Butte, Madhumita Sushil, Shenghuan Sun

Assessment of Large Language Models for Enhancing Diabetologist-Developed Personalized Treatment Plans in Complex Type 2 Diabetes

Clinical Diabetes(2025)10.2337/cd25-0015

N/A

0.104DataRank · unranked

1 citations

Madhumita Sushil, Brenda Y. Miao, Sarah Kim, Umesh Masharani, Gregory Ku +7 more

Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors

arXiv (Cornell University)(2022)10.48550/arxiv.2212.01462

N/A

0.104DataRank · unranked

1 citations

Travis Zack, Madhumita Sushil, Atul Janardhan Butte, Shenghuan Sun

Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes

arXiv (Cornell University)(2023)10.48550/arxiv.2306.09877

N/A

0DataRank · unranked

0 citations

Travis Zack, Christopher Y. K. Williams, Atul Janardhan Butte, Madhumita Sushil, Shenghuan Sun

Assessment of Large Language Models for Enhancing Diabetologist-Developed Personalized Treatment Plans in Complex Type 2 Diabetes

Figshare(2025)10.2337/figshare.29464577.v1

N/A

0DataRank · unranked

0 citations

Madhumita Sushil, Brenda Y. Miao, Sarah Kim, Umesh Masharani, Gregory Ku +7 more

Optical Microscopy Predictions of Focal Recurrence in Glioblastoma

medRxiv(2025)10.1101/2025.09.24.25336541

N/A

0DataRank · unranked

0 citations

Niels Olshausen, Melike Pekmezci, Jasleen Kaur, Youssef Sibih, Vardhaan Ambati +12 more

Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine

arXiv (Cornell University)(2023)10.48550/arxiv.2301.06570

N/A

0DataRank · unranked

0 citations

Atul Janardhan Butte, Ewoud Schuit, Maarten van Smeden, Artuur M. Leeuwenberg, Madhumita Sushil

The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN)

arXiv (Cornell University)(2024)10.48550/arxiv.2403.02558

N/A

0DataRank · unranked

0 citations

Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Augusto García-Agúndez, Harry Sun +13 more