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

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Title: Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication.
Authors: Athreya AP; 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., Neavin D; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA., Carrillo-Roa T; Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany., Skime M; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA., Biernacka J; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA., Frye MA; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA., Rush AJ; 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., Wang L; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA., Binder EB; 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., Iyer RK; Department of Electrical & Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA., Weinshilboum RM; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA., Bobo WV; Department of Psychiatry & Psychology, Mayo Clinic, Jacksonville, Florida, USA.
Source: Clinical pharmacology and therapeutics [Clin Pharmacol Ther] 2019 Oct; Vol. 106 (4), pp. 855-865. Date of Electronic Publication: 2019 Jun 29.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.
Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 0372741 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-6535 (Electronic) Linking ISSN: 00099236 NLM ISO Abbreviation: Clin Pharmacol Ther Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication.
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  Data: <searchLink fieldCode="AU" term="%22Athreya+AP%22">Athreya AP</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Neavin+D%22">Neavin D</searchLink>; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Carrillo-Roa+T%22">Carrillo-Roa T</searchLink>; Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Skime+M%22">Skime M</searchLink>; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Biernacka+J%22">Biernacka J</searchLink>; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Frye+MA%22">Frye MA</searchLink>; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Rush+AJ%22">Rush AJ</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wang+L%22">Wang L</searchLink>; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Binder+EB%22">Binder EB</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Iyer+RK%22">Iyer RK</searchLink>; Department of Electrical & Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.<br /><searchLink fieldCode="AU" term="%22Weinshilboum+RM%22">Weinshilboum RM</searchLink>; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Bobo+WV%22">Bobo WV</searchLink>; Department of Psychiatry & Psychology, Mayo Clinic, Jacksonville, Florida, USA.
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  Data: <searchLink fieldCode="JN" term="%220372741%22">Clinical pharmacology and therapeutics</searchLink> [Clin Pharmacol Ther] 2019 Oct; Vol. 106 (4), pp. 855-865. <i>Date of Electronic Publication: </i>2019 Jun 29.
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              Text: 2019 Oct
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