Health
ML applications in healthcare — clinical decision support, patient risk stratification, medical imaging, and operational efficiency. Highest-stakes ML domain with severe regulatory requirements (MHRA/FDA, HIPAA, GDPR) and direct patient safety implications.
Regulatory context: UK: MHRA SaMD (Software as a Medical Device) guidelines, NHS AI and Data Governance Framework. US: FDA SaMD, HIPAA, 21st Century Cures Act. EU: MDR, GDPR Article 9 (special category health data).
Notes
- Clinical Decision Support — ML for clinical decision support at point of care
- Patient Readmission Risk — hospital readmission risk prediction