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. |
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| 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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| ISSN: | 1532-6535 |
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| DOI: | 10.1002/cpt.1482 |
