VeriSim: A Configurable Framework for Stress-Testing Medical AI Under Patient Communication Noise
VeriSim is introduced, a patient simulation framework that injects controllable noise along six clinically grounded communication dimensions while substantially preserving each patient's medical record and is released as an open-source framework for rigorous stress-testing of clinical AI.
Sina Mansouri, Mohit Marvania, Vibhavari Ashok Shihorkar et al.
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