RECITE: Revising Eligibility Criteria Incorporating Textual Evidence
Published in KDD 2026 (AI4Sciences track), 2026
A benchmark for evaluating LLMs on revising clinical trial eligibility criteria using evidence from protocol amendments.
Publications
Adversarial Entity Sampling for Medical LLM Robustness
Published in Transactions on Machine Learning Research (TMLR), 2024
Adversarial entity sampling methods for probing medical LLM failure modes under clinical text distributional shifts.
ScanAlert: Electronic Medication Monitor and Reminder to Improve Medical Adherence
Published in 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019
Electronic medication monitor and reminder system designed to improve medical adherence.