Signal Fidelity Index-Aware Calibration for Dementia Predictions Across Heterogeneous Real-World Data

Jingya Cheng, Jiazi Tian, Federica Spoto +3

\textbf{Background:} Machine learning models trained on electronic health records (EHRs) often degrade across healthcare systems due to distributional shift. A fundamental but unde…