2 papers
cs.AI2026
What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models
Payal Chandak, Victoria Alkin, David Wu +11
Medicine is inherently pluralistic. Principles such as autonomy, beneficence, nonmaleficence, and justice routinely conflict, and such ethical dilemmas often sharply divide reasona…
cs.AI2026
EveryQuery: Zero-Shot Clinical Prediction via Task-Conditioned Pretraining over Electronic Health Records
Payal Chandak, Gregory Kondas, Liat Antwarg Friedman +2
Foundation models pretrained on electronic health records (EHR) have demonstrated zero-shot clinical prediction capabilities by generating synthetic patient futures and aggregating…