Open access
Aug 2026
Overcoming the opaque side of AI in healthcare: a lifecycle-based approach
This work proposes nine operational measures - covering transparency-oriented risk and change control, traceability, subgroup and independent validation, usability-based explainability, calibrated clinical evaluation, structured labeling, version-controlled updates, and regulated end-of-life data handling - to support...
E. Bianchini, L. Billeci, Noemi Conditi et al.
· Expert Review of Medical Dev... · 0 citations