What is Healthcare AI?
Healthcare AI refers to AI systems used for clinical decision support, diagnosis, triage, treatment recommendation, patient monitoring, or healthcare operations. It is regulated closely because errors, bias, security failures, or poor validation can directly affect patient safety and medical outcomes.
In Depth
In practice, healthcare AI can support clinicians, automate administrative workflows, or function as software that may qualify as a medical device depending on its intended use and claims. Compliance teams must evaluate intended purpose, validation evidence, change control, cybersecurity, data protection, and post-deployment monitoring, especially where the system uses personal health information or influences clinical decisions.
Healthcare AI is relevant to the EU AI Act’s high-risk rules, medical device regulation pathways, and privacy laws such as GDPR and HIPAA in applicable contexts. It also aligns with ISO 27001 and ISO/IEC 42001 for security and management controls, and with NIST AI RMF for safety, reliability, and monitoring of model performance over time.
Related Frameworks
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