Scholars@Duke
Monica Agrawal

Monica Agrawal

Assistant Professor of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Translational Biomedical

Selected Publications

Using Large Language Models to Promote Health Equity

Journal Article NEJM AI · January 23, 2025 Full text Cite

“What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets

Conference Findings of the Association for Computational Linguistics: EMNLP 2025 · 2025 Full text Cite

Large language models are few-shot clinical information extractors

Conference Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · 2022 Full text Cite

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative

Conference Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems · May 6, 2021 Full text Cite

Modeling polypharmacy side effects with graph convolutional networks

Journal Article Bioinformatics · July 1, 2018 AbstractMotivationThe use of drug combinations, termed polypharmacy, is common to treat patients with complex diseases or co-ex ... Full text Cite