Compliance
validation
Clinical validation of AI models.
Definition
The set of quality-assurance activities, metrics and procedures for assessing AI model performance in clinical contexts, encompassing pre-deployment testing, clinical evaluation, monitoring and documented evidence to demonstrate safety and clinical benefit.
Related Terms
Validity
Confirmation that an AI system performs as designed....
AI Lifecycle in Health
Stages from research through validation, deployment, and monitoring....
Model Validation
Processes to verify models perform as designed....
operational deployment phases
Pilot, clinical evaluation and production stages....
Assurance model
Structured, risk‑proportionate assurance for AI uses....