Monica Agrawal
Co-Associate Director for AI, Assistant Professor of Biostatistics & Bioinformatics
Department: Biostatistics & Bioinformatics
Home School: School of Medicine
Email Address: monica.agrawal@duke.edu
Assistant Professor of Biostatistics & Bioinformatics
Assistant Professor of Computer Science
Assistant Professor of Biomedical Engineering
Publications:
- Diagnosing our datasets: How does my language model learn clinical information?
- An evaluation framework for ambient digital scribing tools in clinical applications
- Position: Retrieval-augmented systems can be dangerous medical communicators
- How does my language model understand clinical text?
- The evaluation illusion of large language models in medicine
- Context-Aware Filtering of Unstructured Radiology Reports by Anatomical Region
- Interpreting Dataset Shift in Clinical Notes
- An Agentic AI System for Multi-Framework Communication Coding
- Counting Clues: A Lightweight Probabilistic Baseline Can Match an LLM