2 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…