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Paper Details

Non-linear machine learning models incorporating SNPs and PRS improve polygenic prediction in diverse human populations.
Commun Biol
27
2022
HDL cholesterol, LDL cholesterol, PRS, SNP, SNPs, cholesterol, human, single nucleotide polymorphisms, triglycerides
Author NameAffiliation
Santiago Romero-BrufauHarvard T.H. Chan School of Public Health
Santiago Romero-BrufauMayo Clinic
Jennifer A BrodyCardiovascular Health Research Unit, University of Washington
Xiuqing GuoThe Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation at Harbor-university of california los angeles Medical Center
Henry J LinThe Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation at Harbor-university of california los angeles Medical Center
Han ChenSchool of Public Health, The University of Texas Health Science Center at Houston
Han ChenCenter for Precision Health, The University of Texas Health Science Center at Houston
Paul S de VriesSchool of Public Health, The University of Texas Health Science Center at Houston
Donald M Lloyd-JonesNorthwestern University
Leslie A LangeUniversity of Colorado Denver
Gina M PelosoBoston University School of Public Health
Myriam FornageSchool of Public Health, The University of Texas Health Science Center at Houston
Myriam FornageBrown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston
Stephen S RichThe Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation at Harbor-university of california los angeles Medical Center
Stephen S RichCenter for Public Health Genomics, University of Virginia School of Medicine
Alanna C MorrisonSchool of Public Health, The University of Texas Health Science Center at Houston
Bruce M PsatyCardiovascular Health Research Unit, and Health Services, University of Washington
Daniel LevyLung and Blood Institute
Daniel Levy
Daniel LevyLung and Blood Institute
Daniel Levy
Susan RedlineBrigham and Women's Hospital
Susan RedlineHarvard Medical School
Susan RedlineBrigham and Women's Hospital
Susan RedlineHarvard Medical School
Tamar SoferBrigham and Women's Hospital
Tamar SoferHarvard Medical School
Tamar SoferHarvard T.H. Chan School of Public Health
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