Scholars@Duke
Monica Agrawal

Monica Agrawal

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

Scholarly Works - Conferences

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

Conference Emnlp 2025 2025 Conference on Empirical Methods in Natural Language Processing Findings of Emnlp 2025 · January 1, 2025 People are increasingly seeking healthcare information from large language models (LLMs) via interactive chatbots, yet the nature and inherent risks of these conversations remain largely unexplored. In this paper, we filter large-scale conversational AI da ... 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

Large-scale analysis of disease pathways in the human interactome.

Conference Pac Symp Biocomput · 2018 Discovering disease pathways, which can be defined as sets of proteins associated with a given disease, is an important problem that has the potential to provide clinically actionable insights for disease diagnosis, prognosis, and treatment. Computational ... Link to item Cite