Dataset and preprocessing
Our dataset includes PSG recordings from four different sites: SSC, BioSerenity, MESA20,21 and MROS20,22, with SHHS20,23 serving as an external validation dataset. Among th… [+19469 chars]
A multimodal sleep foundation model for disease prediction - Nature
A deep learning-based model, developed using the rich, multimodal data available from polysomnography-derived sleep recordings, performs well on common sleep analysis tasks and predicts future disease risk across a range of diseases.
Source:Nature.com
Published:
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