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Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication.

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第一作者： Arjun P,Athreya

第一单位： Department of Electrical & Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.;Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA.

作者： Arjun P,Athreya ^[1] ; Drew,Neavin ^[2] ; Tania,Carrillo-Roa ^[3] ; Michelle,Skime ^[4] ; Joanna,Biernacka ^[4] ; Mark A,Frye ^[4] ; A John,Rush ^[5] ; Liewei,Wang ^[2] ; Elisabeth B,Binder ^[6] ; Ravishankar K,Iyer ^[7] ; Richard M,Weinshilboum ^[2] ; William V,Bobo ^[8]

作者单位： Department of Electrical & Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.;Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA. ^[1] Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA. ^[2] Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany. ^[3] Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA. ^[4] Department of Psychiatry & Behavioral Sciences, Department of Medicine, Duke Institute of Brain Sciences, Duke University School of Medicine, Durham, North Carolina, USA.;Texas Tech University Health Sciences Center, Permian Basin, Texas, USA.;Duke-National University of Singapore Medical School, Singapore, Singapore. ^[5] Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany.;Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA. ^[6] Department of Electrical & Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA. ^[7] Department of Psychiatry & Psychology, Mayo Clinic, Jacksonville, Florida, USA. ^[8]