Quantifying AI-to-Clinical Translation: The Algorithm-to-Outcome Concordance (AOC) Framework

Xiyao Yu, Kai Fu

Background: Despite high in-silico performance (AUC >0.80), 85% of AI cancer biomarkers fail clinical translation, exposing a critical algorithm-to-outcome gap. Methods: We introdu…