3 papers
cs.AI2026
Demographic Injection in Medical Language Models under Diversity, Equity, and Inclusion Prompts
Diego Mardian, Frank Liu
Clinical-AI guidance increasingly recommends prompting language models to reason with attention to diversity, equity, and inclusion (DEI). We measure a side effect that misrepresen…
cs.HC2026
MDwAIstScheduler: Bringing On-Device Voice Documentation into Clinical Practice
Diego Mardian, Frank Liu
Clinical documentation forces physicians to split attention between the patient and their keyboard, and much of it spills into uncom- pensated after-hours work. We present MDwAIstS…
cs.HC2026
MDwAIstScheduler: A Low-Cost, Voice-Activated Device for Hands-Free Clinical Scheduling
Diego Mardien, Frank Liu
Physicians spend nearly half their workday on EHR tasks and administrative work, contributing to burnout and reducing time for direct patient care. We present MDwAIstScheduler, a l…