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Identification and individualized prediction of clinical phenotypes in bipolar disorders using neurocognitive data, neuroimaging scans and machine learning.
Wu, Mon-Ju; Mwangi, Benson; Bauer, Isabelle E; Passos, Ives C; Sanches, Marsal; Zunta-Soares, Giovana B; Meyer, Thomas D; Hasan, Khader M; Soares, Jair C.
Affiliation
  • Wu MJ; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Mwangi B; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA. Electronic address: benson.irungu@uth.tmc.edu.
  • Bauer IE; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Passos IC; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Sanches M; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Zunta-Soares GB; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Meyer TD; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
  • Hasan KM; Department of Diagnostic & Interventional Imaging, The University of Texas Health Science Center at Houston, Houston, TX, USA.
  • Soares JC; UT Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX, USA.
Neuroimage ; 145(Pt B): 254-264, 2017 01 15.
Article in En | MEDLINE | ID: mdl-26883067
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Bipolar Disorder / Diffusion Magnetic Resonance Imaging / Neuroimaging / White Matter / Machine Learning Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2017 Type: Article Affiliation country: United States
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Bipolar Disorder / Diffusion Magnetic Resonance Imaging / Neuroimaging / White Matter / Machine Learning Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2017 Type: Article Affiliation country: United States