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Paper Details

DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning.
PLoS Comput Biol
32
2020
DSNPs, MDD, MS, cell type, chromatin, chromatin feature, dSNPs, expression and methylation quantitative trait loci, genetic variants, multiple sclerosis, regulatory SNPs, single variants
Author NameAffiliation
Gökcen EraslanInstitute of Computational Biology
Josef Frank
Bernhard HemmerTechnical University of Munich
Bernhard Hemmer
Bernhard HemmerTechnical University of Munich
Bernhard HemmerTechnical University of Munich
Bernhard HemmerTechnical University of Munich
Bernhard Hemmer
Friedemann PaulTechnical University of Munich
Friedemann PaulNeuroCure Clinical Research Center, and Experimental and Clinical Research Center, Max Delbruck Center for Molecular Medicine, and Charith -Universitatsmedizin Berlin
Christian GiegerResearch Unit of Molecular Epidemiology and Institute of Epidemiology
Christian GiegerInstitute of Epidemiology
Christian GiegerResearch Unit of Molecular Epidemiology and Institute of Epidemiology
Christian GiegerInstitute of Epidemiology
Stefanie Heilmann-HeimbachInstitute of Human Genetics, University Hospital Bonn and Division of Genomics, Life & Brain Research Centre, University of Bonn School of Medicine
Thomas MeitingerInstitute of Human Genetics, Germany and Institute of Human Genetics, Technical University of Munich
Thomas MeitingerInstitute of Human Genetics, Germany and Institute of Human Genetics, Technical University of Munich
Annette PetersInstitute of Epidemiology
Annette PetersInstitute of Epidemiology
Konstantin StrauchInstitute of Genetic Epidemiology, Germany and Institute of Medical Informatics, Ludwig-Maximilians-Universitat
Konstantin StrauchInstitute of Genetic Epidemiology, Germany and Institute of Medical Informatics, Ludwig-Maximilians-Universitat
Bertram M??ller-MyhsokMax Planck Institute of Psychiatry
Bertram M??ller-Myhsok
Bertram M??ller-MyhsokInstitute of Translational Medicine, University of Liverpool
Marcella RietschelInstitute of Epidemiology
Fabian J TheisInstitute of Computational Biology
Fabian J TheisTechnical University of Munich
Fabian J TheisInstitute of Computational Biology
Fabian J TheisTechnical University of Munich
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