Age-Conditioned Evaluation of Handcrafted Polysomnography Models for Cognitive-Impairment Prediction
A CPU-oriented system that represented each study with 830 handcrafted demographic, physiological, and annotation-derived features indicated that all-pair discrimination did not persist among age-comparable participants and identifies age-conditioned cross-source generalization as the principal limitation of the submit...