Introduction Atrial fibrillation (AF) is the leading cause of cardioembolic stroke and is associated with increased stroke severity and fatality. Early identification of AF is essential for adequate ...
Abstract: Recent studies have revealed that TimesNet, a widely used task-generalized time series model, does not exhibit significant advantages when handling multivariate input sequences, and its ...
Abstract: The complexity of data and limited model generalization significantly hinder prediction accuracy. A physics-informed long short-term memory model with adaptive weight assignment (PILSTM-AWA) ...
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