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Application of machine learning to structural connectome to predict symptom reduction in depressed adolescents with cognitive behavioral therapy (CBT).
Tymofiyeva, Olga; Yuan, Justin P; Huang, Chiung-Yu; Connolly, Colm G; Henje Blom, Eva; Xu, Duan; Yang, Tony T.
Afiliación
  • Tymofiyeva O; Department of Radiology & Biomedical Imaging, University of California, San Francisco, 1700 4th Street, BH102, San Francisco, CA 94143, USA. Electronic address: Olga.Tymofiyeva@ucsf.edu.
  • Yuan JP; Department of Radiology & Biomedical Imaging, University of California, San Francisco, 1700 4th Street, BH102, San Francisco, CA 94143, USA.
  • Huang CY; Department of Epidemiology and Biostatistics, University of California, San Francisco, 550 16th Street, San Francisco, CA 94143, USA.
  • Connolly CG; Department of Psychiatry and the Langley Porter Psychiatric Institute, Division of Child and Adolescent Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, USA; Department of Biomedical Sciences, Florida State Univers
  • Henje Blom E; Department of Psychiatry and the Langley Porter Psychiatric Institute, Division of Child and Adolescent Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, USA; Department of Clinical Science/Child- and Adolescent Psy
  • Xu D; Department of Radiology & Biomedical Imaging, University of California, San Francisco, 1700 4th Street, BH102, San Francisco, CA 94143, USA.
  • Yang TT; Department of Psychiatry and the Langley Porter Psychiatric Institute, Division of Child and Adolescent Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, 401 Parnassus Avenue, San Francisco, CA 94143, USA.
Neuroimage Clin ; 23: 101914, 2019.
Article en En | MEDLINE | ID: mdl-31491813
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Encéfalo / Terapia Cognitivo-Conductual / Evaluación de Resultado en la Atención de Salud / Trastorno Depresivo Mayor / Imagen de Difusión Tensora / Conectoma / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Female / Humans / Male Idioma: En Revista: Neuroimage Clin Año: 2019 Tipo del documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Encéfalo / Terapia Cognitivo-Conductual / Evaluación de Resultado en la Atención de Salud / Trastorno Depresivo Mayor / Imagen de Difusión Tensora / Conectoma / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Female / Humans / Male Idioma: En Revista: Neuroimage Clin Año: 2019 Tipo del documento: Article