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Article

Unsupervised representation learning on high-dimensional clinical data improves genomic discovery and prediction

Although high-dimensional clinical data (HDCD) are increasingly available in biobank-scale datasets, their use for genetic discovery remains challenging. Here we introduce an unsupervised deep learning model, ...

Taedong Yun, Justin Cosentino, Babak Behsaz, Zachary R. McCaw… in Nature Genetics (2024)