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# patient-safety

2 articlestagged with “patient-safety

Case Study: Healthcare AI System Failures and Patient Safety

Analysis of documented healthcare AI system failures including the UnitedHealth/Optum claims denial algorithm, Epic sepsis model performance gaps, and IBM Watson for Oncology's unsafe treatment recommendations.

case-studieshealthcarepatient-safetyalgorithmic-biasclinical-airegulatory
Intermediate

Simulation: Healthcare AI System

Expert-level red team engagement simulation targeting a clinical decision support system, covering HIPAA-scoped threat modeling, diagnostic manipulation, patient data extraction, and treatment recommendation poisoning.

simulationhealthcarehipaaclinicalpatient-safety
Expert