# clinical-ai
3 articlestagged with “clinical-ai”
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
Attacking Clinical AI Systems
Detailed attack techniques for clinical AI systems including diagnostic output manipulation, treatment recommendation poisoning, triage system exploitation, and adversarial medical data crafting.
clinical-aihealthcarediagnostic-manipulationtriagetreatment-poisoningadversarial
Healthcare AI Security (Industry Verticals)
Comprehensive guide to AI security in healthcare covering clinical decision support, medical imaging, EHR integration, and drug discovery. Threat models, attack surfaces, and testing methodologies for healthcare AI systems.
healthcareclinical-aimedical-imagingehrdrug-discoveryhipaa