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Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.
Lei, Du; Pinaya, Walter H L; Young, Jonathan; van Amelsvoort, Therese; Marcelis, Machteld; Donohoe, Gary; Mothersill, David O; Corvin, Aiden; Vieira, Sandra; Huang, Xiaoqi; Lui, Su; Scarpazza, Cristina; Arango, Celso; Bullmore, Ed; Gong, Qiyong; McGuire, Philip; Mechelli, Andrea.
Afiliación
  • Lei D; Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
  • Pinaya WHL; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.
  • Young J; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.
  • van Amelsvoort T; Department of Neuroimaging, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.
  • Marcelis M; Department of Psychiatry and Neuropsychology, School of Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Donohoe G; Department of Psychiatry and Neuropsychology, School of Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Mothersill DO; Mental Health Care Institute Eindhoven (GGzE), Eindhoven, The Netherlands.
  • Corvin A; School of Psychology & Center for neuroimaging and Cognitive Genomics, NUI Galway University, Galway, Ireland.
  • Vieira S; School of Psychology & Center for neuroimaging and Cognitive Genomics, NUI Galway University, Galway, Ireland.
  • Huang X; Department of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland.
  • Lui S; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.
  • Scarpazza C; Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
  • Arango C; Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
  • Bullmore E; Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.
  • Gong Q; Department of General Psychology, University of Padua, Padua, Italy.
  • McGuire P; Child and Adolescent Department of Psychiatry, Hospital General Universitario Gregorio Marañon, School of Medicine, Universidad Complutense Madrid, IiSGM, CIBERSAM, Madrid, Spain.
  • Mechelli A; Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge, UK.
Hum Brain Mapp ; 41(5): 1119-1135, 2020 04 01.
Article en En | MEDLINE | ID: mdl-31737978
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Esquizofrenia / Imagen Multimodal / Neuroimagen / Aprendizaje Automático Tipo de estudio: Clinical_trials / Prognostic_studies Límite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Hum Brain Mapp Asunto de la revista: CEREBRO Año: 2020 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Esquizofrenia / Imagen Multimodal / Neuroimagen / Aprendizaje Automático Tipo de estudio: Clinical_trials / Prognostic_studies Límite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Hum Brain Mapp Asunto de la revista: CEREBRO Año: 2020 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos