AI in Healthcare, Stanford Medicine

GenAI’s 2nd Opinion

Real MIMIC-IV CDS analytics — follow-up to synthetic prototype smartcds

Health Informatics Specialization, Johns Hopkins

Clinical DriftOps Platform — a PMI-CPMAI™–aligned framework for monitoring, governing, and mitigating model & data drift in clinical AI systems (HIPAA / FDA GMLP / EU AI Act compliant). Includes reproducible workflows across CPMAI Phases I–VI.