AINeutralarXiv – CS AI · 15h ago6/10
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CogAdapt: Transferring Clinical ECG Foundation Models to Wearable Cognitive Load Assessment via Lead Adaptation
Researchers introduce CogAdapt, a framework that adapts clinical ECG foundation models to wearable cognitive load assessment by bridging the gap between hospital-grade 12-lead sensors and 3-lead wearable devices. The approach achieves strong cross-subject generalization on benchmark datasets, demonstrating the feasibility of transferring pre-trained medical models to consumer health applications.