Tag: clinical validation

Large AI Models in Healthcare Show Hidden Gaps Between Benchmark Success and Clinical Robustness

Leading AI models in healthcare score high on standard benchmarks but fail robustness tests simulating real clinical scenarios, revealing a…

UK Screening Committee Sets Evidence Standards for Multicancer Detection Tests

UK National Screening Committee publishes first formal evidence requirements for multicancer detection tests, setting rigorous clinical validation standards before population…