DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning.

We can show for multiple sclerosis, major depressive disorder, and body height, that the SNPs identified by DeepWAS are at least nominally significant in classical univariate GWAS analysis of the same cohorts or larger published GWAS.

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