Core Focus: Rigorous critical appraisal, spotting medical hallucinations, and auditing black-box algorithms.
Key Components:
The Clinical Validation Layer: Applying the Claim-Evidence-Risk-Judgment framework to evaluate emerging health-tech tools.
Hallucination Detection: Proven strategies for identifying and neutralizing AI fabrications in diagnostic recommendations.
Algorithmic Audit: Evaluating training dataset limitations and demographic biases prior to clinical implementation.