Learning, Potential, and Retention: An Approach for Evaluating Adaptive AI-Enabled Medical Devices
arXiv:2604.04878v1 Announce Type: new
Abstract: This work addresses challenges in evaluating adaptive artificial intelligence (AI) models for medical devices, where iterative updates to both models and evaluation datasets complicate performance assess…