Review
Open access
Aug 2026
Safeguarding biomedical AI: a critical scoping review of privacy-enhancing technologies, hybrid approaches, and deployment models
This review critically and systematically maps applications of PETs across the biomedical AI lifecycle in accordance with PRISMA-ScR guidelines and evaluates their technical trade-offs, deployment feasibility, and residual risks.
Seha Ay, Umit Topaloglu, Wei Zhang
· Frontiers in Digital Health · 0 citations