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Keywords GWAS AI multimodal deep learning PRS cardiovascular disease representation learning fusion model variational autoencoder Introduction Health data (e.g., electrocardiograms [ECGs], photoplethysmograms [PPGs], spirograms, magnetic resonance imaging [MRI]) are valuable assets for clinical diagnosis, treatment, and prognosis and provide a unique opportunity for studying the genetic basis of complex traits.1,2,3,4,5,6,7,8,9 Recent technological progress in electronic health record (EHR)...
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