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Prediction of Obsessive-Compulsive Disorder: Importance of Neurobiology-Aided Feature Design and Cross-Diagnosis Transfer Learning.
Kalmady, Sunil Vasu; Paul, Animesh Kumar; Narayanaswamy, Janardhanan C; Agrawal, Rimjhim; Shivakumar, Venkataram; Greenshaw, Andrew J; Dursun, Serdar M; Greiner, Russell; Venkatasubramanian, Ganesan; Reddy, Y C Janardhan.
Afiliación
  • Kalmady SV; Alberta Machine Intelligence Institute, Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada; Canadian VIGOUR Centre, University of Alberta, Edmonton, Alberta, Canada. Electronic address: kalmady@ualberta.ca.
  • Paul AK; Alberta Machine Intelligence Institute, Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada.
  • Narayanaswamy JC; OCD Clinic, Department of Psychiatry, National Institute of Mental Health and Neuro Sciences, Bangalore, India; Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neuro Sciences, Bangalore, India.
  • Agrawal R; Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neuro Sciences, Bangalore, India.
  • Shivakumar V; OCD Clinic, Department of Psychiatry, National Institute of Mental Health and Neuro Sciences, Bangalore, India; Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neuro Sciences, Bangalore, India.
  • Greenshaw AJ; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
  • Dursun SM; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
  • Greiner R; Alberta Machine Intelligence Institute, Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada; Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
  • Venkatasubramanian G; OCD Clinic, Department of Psychiatry, National Institute of Mental Health and Neuro Sciences, Bangalore, India; Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neuro Sciences, Bangalore, India. Electronic address: gvs@nimhans.ac.in.
  • Reddy YCJ; OCD Clinic, Department of Psychiatry, National Institute of Mental Health and Neuro Sciences, Bangalore, India; Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neuro Sciences, Bangalore, India.
Biol Psychiatry Cogn Neurosci Neuroimaging ; 7(7): 735-746, 2022 07.
Article en En | MEDLINE | ID: mdl-34929344
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Mapeo Encefálico / Trastorno Obsesivo Compulsivo Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Biol Psychiatry Cogn Neurosci Neuroimaging Año: 2022 Tipo del documento: Article Pais de publicación: Estados Unidos
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Mapeo Encefálico / Trastorno Obsesivo Compulsivo Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Biol Psychiatry Cogn Neurosci Neuroimaging Año: 2022 Tipo del documento: Article Pais de publicación: Estados Unidos