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Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis.
Haugg, Amelie; Renz, Fabian M; Nicholson, Andrew A; Lor, Cindy; Götzendorfer, Sebastian J; Sladky, Ronald; Skouras, Stavros; McDonald, Amalia; Craddock, Cameron; Hellrung, Lydia; Kirschner, Matthias; Herdener, Marcus; Koush, Yury; Papoutsi, Marina; Keynan, Jackob; Hendler, Talma; Cohen Kadosh, Kathrin; Zich, Catharina; Kohl, Simon H; Hallschmid, Manfred; MacInnes, Jeff; Adcock, R Alison; Dickerson, Kathryn C; Chen, Nan-Kuei; Young, Kymberly; Bodurka, Jerzy; Marxen, Michael; Yao, Shuxia; Becker, Benjamin; Auer, Tibor; Schweizer, Renate; Pamplona, Gustavo; Lanius, Ruth A; Emmert, Kirsten; Haller, Sven; Van De Ville, Dimitri; Kim, Dong-Youl; Lee, Jong-Hwan; Marins, Theo; Megumi, Fukuda; Sorger, Bettina; Kamp, Tabea; Liew, Sook-Lei; Veit, Ralf; Spetter, Maartje; Weiskopf, Nikolaus; Scharnowski, Frank; Steyrl, David.
Afiliación
  • Haugg A; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland; Faculty of Psychology, University of Vienna, Austria. Electronic address: amelie.haugg@uzh.ch.
  • Renz FM; Faculty of Psychology, University of Vienna, Austria.
  • Nicholson AA; Faculty of Psychology, University of Vienna, Austria.
  • Lor C; Faculty of Psychology, University of Vienna, Austria.
  • Götzendorfer SJ; Faculty of Psychology, University of Vienna, Austria.
  • Sladky R; Faculty of Psychology, University of Vienna, Austria.
  • Skouras S; Department of Biological and Medical Psychology, University of Bergen, Norway.
  • McDonald A; Department of Psychology, University of Virginia, United States.
  • Craddock C; Department of Diagnostic Medicine, The University of Texas at Austin Dell Medical School, United States.
  • Hellrung L; Zurich Center for Neuroeconomics, Department of Economics, University of Zurich, Switzerland.
  • Kirschner M; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland; McConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Canada.
  • Herdener M; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland.
  • Koush Y; Department of Radiology and Biomedical Imaging, Yale University, United States.
  • Papoutsi M; UCL Huntington's Disease Centre, Institute of Neurology, University College London, United Kingdom; IXICO plc, United Kingdom.
  • Keynan J; Functional Brain Center, Wohl Institute for Advanced Imaging, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Israel.
  • Hendler T; Functional Brain Center, Wohl Institute for Advanced Imaging, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Israel.
  • Cohen Kadosh K; School of Psychology, University of Surrey, United Kingdom.
  • Zich C; Nuffiled Department of Clinical Neurosciences, University of Oxford, United Kingdom.
  • Kohl SH; JARA-Institute Molecular Neuroscience and Neuroimaging (INM-11), Jülich Research Centre, Germany.
  • Hallschmid M; Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Germany; German Center for Diabetes Research (DZD), Germany.
  • MacInnes J; Institute for Learning and Brain Sciences, University of Washington, United States.
  • Adcock RA; Duke Institute for Brain Sciences, Duke University, United States; Department of Psychiatry and Behavioral Sciences, Duke University, United States.
  • Dickerson KC; Department of Psychiatry and Behavioral Sciences, Duke University, United States.
  • Chen NK; Department of Biomedical Engineering, University of Arizona, United States.
  • Young K; Department of Psychiatry, School of Medicine, University of Pittsburgh, United States.
  • Bodurka J; Laureate Institute for Brain Research, United States; Stephenson School of Biomedical Engineering, University of Oklahoma, United States.
  • Marxen M; Department of Psychiatry, Technische Universität Dresden, Germany.
  • Yao S; Clinical Hospital of the Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, China.
  • Becker B; Clinical Hospital of the Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, China.
  • Auer T; School of Psychology, University of Surrey, United Kingdom.
  • Schweizer R; Functional Imaging Laboratory, German Primate Center, Germany.
  • Pamplona G; Department of Ophthalmology, University of Lausanne and Fondation Asile des Aveugles, Switzerland.
  • Lanius RA; Department of Psychiatry, University of Western Ontario, Canada.
  • Emmert K; Department of Neurology, University Medical Center Schleswig-Holstein, Kiel University, Germany.
  • Haller S; Department of Surgical Sciences, Radiology, Uppsala University, Sweden.
  • Van De Ville D; Center for Neuroprosthetics, Ecole polytechnique féderale de Lausanne, Switzerland; Faculty of Medicine, University of Geneva, Switzerland.
  • Kim DY; Department of Brain and Cognitive Engineering, Korea University, Korea.
  • Lee JH; Department of Brain and Cognitive Engineering, Korea University, Korea.
  • Marins T; D'Or Institute for Research and Education, Brazil.
  • Megumi F; Center for Brain Science, RIKEN, Japan.
  • Sorger B; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, The Netherlands.
  • Kamp T; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, The Netherlands.
  • Liew SL; University of Southern California, United States.
  • Veit R; Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Germany; German Center for Diabetes Research (DZD), Germany; High-Field Magnetic Resonanc
  • Spetter M; School of Psychology, University of Birmingham, United Kingdom.
  • Weiskopf N; Max Planck Institute for Human Cognitive and Brain Sciences, Germany; Felix Bloch Institute for Solid State Physics, Faculty of Physics and Earth Sciences, Leipzig University, Germany.
  • Scharnowski F; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland; Faculty of Psychology, University of Vienna, Austria.
  • Steyrl D; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland; Faculty of Psychology, University of Vienna, Austria.
Neuroimage ; 237: 118207, 2021 08 15.
Article en En | MEDLINE | ID: mdl-34048901
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Neurorretroalimentación / Neuroimagen Funcional / Aprendizaje Automático Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies / Systematic_reviews Idioma: En Revista: Neuroimage Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Neurorretroalimentación / Neuroimagen Funcional / Aprendizaje Automático Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies / Systematic_reviews Idioma: En Revista: Neuroimage Año: 2021 Tipo del documento: Article