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Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.

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Title: Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.
Authors: Nunes A; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada.; Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada., Schnack HG; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Ching CRK; Interdepartmental Neuroscience Program, University of California, Los Angeles, CA, USA.; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA., Agartz I; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.; Department of Clinical Neuroscience, Centre for Psychiatric Research, Karolinska Institutet, Stockholm, Sweden., Akudjedu TN; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland., Alda M; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada., Alnæs D; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway., Alonso-Lana S; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain., Bauer J; Institute of Clinical Radiology, Medical Faculty - University of Muenster - and University Hospital Muenster, Muenster, Germany., Baune BT; Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Parkville, VIC, Australia., Bøen E; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway., Bonnin CDM; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain., Busatto GF; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil., Canales-Rodríguez EJ; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain., Cannon DM; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland., Caseras X; MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK., Chaim-Avancini TM; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil., Dannlowski U; Department of Psychiatry, University of Münster, Münster, Germany., Díaz-Zuluaga AM; Research Group in Psychiatry, Department of Psychiatry, Faculty of Medicine, Universidad de Antioquia, Medellín, Antioquia, Colombia., Dietsche B; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany., Doan NT; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway., Duchesnay E; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France., Elvsåshagen T; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Department of Neurology, Oslo Universisty Hospital, Oslo, Norway., Emden D; Department of Psychiatry, University of Münster, Münster, Germany., Eyler LT; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA.; Desert-Pacific Mental Illness Research, Education, and Clinical Center, VA San Diego Healthcare System, La Jolla, CA, USA., Fatjó-Vilas M; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.; Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Barcelona, Spain., Favre P; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France., Foley SF; Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK., Fullerton JM; Neuroscience Research Australia, Sydney, NSW, Australia.; School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia., Glahn DC; Department of Psychiatry, Yale University, New Haven, CT, USA.; Olin Neuropsychiatric Research Center, Institute of Living, Hartford Hospital, Hartford, CT, USA., Goikolea JM; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain., Grotegerd D; Department of Psychiatry, University of Münster, Münster, Germany., Hahn T; Department of Psychiatry, University of Münster, Münster, Germany., Henry C; Institut Pasteur, Unité Perception et Mémoire, Paris, France., Hibar DP; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA., Houenou J; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France.; INSERM U955 Team 15 'Translational Psychiatry', University Paris East, APHP, CHU Mondor, Fondation FondaMental, Créteil, France., Howells FM; Neuroscience Institute, University of Cape Town, Cape Town, South Africa.; Translational Neuroscience Group, Department of Psychiatry and Mental Health, Cape Town, South Africa., Jahanshad N; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA., Kaufmann T; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway., Kenney J; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland., Kircher TTJ; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany., Krug A; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany., Lagerberg TV; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway., Lenroot RK; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Department of Psychiatry and Behavioural Sciences, University of New Mexico, Albuquerque, NM, USA., López-Jaramillo C; Research Group in Psychiatry, Department of Psychiatry, Faculty of Medicine, Universidad de Antioquia, Medellín, Antioquia, Colombia.; Mood Disorders Program, Hospital Universitario San Vicente Fundación, Medellín, Antioquia, Colombia., Machado-Vieira R; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA., Malt UF; Psychosomatic Unit, Division of Mental Health and Dependence, Oslo University Hospital and University of Oslo, Oslo, Norway.; University of Oslo, Institute of Clinical Medicine, Oslo, Norway., McDonald C; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland., Mitchell PB; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Black Dog Institute, Prince of Wales Hospital, Sydney, NSW, Australia., Mwangi B; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA., Nabulsi L; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland., Opel N; Department of Psychiatry, University of Münster, Münster, Germany., Overs BJ; Neuroscience Research Australia, Sydney, NSW, Australia., Pineda-Zapata JA; Research Group, Instituto de Alta Tecnología Médica (IATM), Medellín, Antioquia, Colombia., Pomarol-Clotet E; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain., Redlich R; Department of Psychiatry, University of Münster, Münster, Germany., Roberts G; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Black Dog Institute, Prince of Wales Hospital, Sydney, NSW, Australia., Rosa PG; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil., Salvador R; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain., Satterthwaite TD; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA., Soares JC; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA., Stein DJ; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa., Temmingh HS; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa.; Western Cape Department of Health, Valkenberg Hospital, Cape Town, Western Cape, South Africa., Trappenberg T; Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada., Uhlmann A; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa.; Department of Psychiatry, University of Vermont, Burlington, VT, USA., van Haren NEM; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Centre, Rotterdam, The Netherlands., Vieta E; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain., Westlye LT; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Department of Psychology, University of Oslo, Oslo, Norway., Wolf DH; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA., Yüksel D; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany., Zanetti MV; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil.; Instituto de Ensino e Pesquisa, Hospital Sírio-Libanês, Sao Paulo, Brazil., Andreassen OA; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway., Thompson PM; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA., Hajek T; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada. tomas.hajek@dal.ca.
Corporate Authors: ENIGMA Bipolar Disorders Working Group
Source: Molecular psychiatry [Mol Psychiatry] 2020 Sep; Vol. 25 (9), pp. 2130-2143. Date of Electronic Publication: 2018 Aug 31.
Publication Type: Journal Article; Meta-Analysis; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Nature Publishing Group Specialist Journals Country of Publication: England NLM ID: 9607835 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-5578 (Electronic) Linking ISSN: 13594184 NLM ISO Abbreviation: Mol Psychiatry Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.
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  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Nunes+A%22">Nunes A</searchLink>; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada.; Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada.<br /><searchLink fieldCode="AU" term="%22Schnack+HG%22">Schnack HG</searchLink>; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Ching+CRK%22">Ching CRK</searchLink>; Interdepartmental Neuroscience Program, University of California, Los Angeles, CA, USA.; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA.<br /><searchLink fieldCode="AU" term="%22Agartz+I%22">Agartz I</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.; Department of Clinical Neuroscience, Centre for Psychiatric Research, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Akudjedu+TN%22">Akudjedu TN</searchLink>; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.<br /><searchLink fieldCode="AU" term="%22Alda+M%22">Alda M</searchLink>; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada.<br /><searchLink fieldCode="AU" term="%22Alnæs+D%22">Alnæs D</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Alonso-Lana+S%22">Alonso-Lana S</searchLink>; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Bauer+J%22">Bauer J</searchLink>; Institute of Clinical Radiology, Medical Faculty - University of Muenster - and University Hospital Muenster, Muenster, Germany.<br /><searchLink fieldCode="AU" term="%22Baune+BT%22">Baune BT</searchLink>; Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Parkville, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Bøen+E%22">Bøen E</searchLink>; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Bonnin+CDM%22">Bonnin CDM</searchLink>; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Busatto+GF%22">Busatto GF</searchLink>; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Canales-Rodríguez+EJ%22">Canales-Rodríguez EJ</searchLink>; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Cannon+DM%22">Cannon DM</searchLink>; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.<br /><searchLink fieldCode="AU" term="%22Caseras+X%22">Caseras X</searchLink>; MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.<br /><searchLink fieldCode="AU" term="%22Chaim-Avancini+TM%22">Chaim-Avancini TM</searchLink>; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Dannlowski+U%22">Dannlowski U</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Díaz-Zuluaga+AM%22">Díaz-Zuluaga AM</searchLink>; Research Group in Psychiatry, Department of Psychiatry, Faculty of Medicine, Universidad de Antioquia, Medellín, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Dietsche+B%22">Dietsche B</searchLink>; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.<br /><searchLink fieldCode="AU" term="%22Doan+NT%22">Doan NT</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Duchesnay+E%22">Duchesnay E</searchLink>; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France.<br /><searchLink fieldCode="AU" term="%22Elvsåshagen+T%22">Elvsåshagen T</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Department of Neurology, Oslo Universisty Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Emden+D%22">Emden D</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Eyler+LT%22">Eyler LT</searchLink>; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA.; Desert-Pacific Mental Illness Research, Education, and Clinical Center, VA San Diego Healthcare System, La Jolla, CA, USA.<br /><searchLink fieldCode="AU" term="%22Fatjó-Vilas+M%22">Fatjó-Vilas M</searchLink>; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.; Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Favre+P%22">Favre P</searchLink>; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France.<br /><searchLink fieldCode="AU" term="%22Foley+SF%22">Foley SF</searchLink>; Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK.<br /><searchLink fieldCode="AU" term="%22Fullerton+JM%22">Fullerton JM</searchLink>; Neuroscience Research Australia, Sydney, NSW, Australia.; School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Glahn+DC%22">Glahn DC</searchLink>; Department of Psychiatry, Yale University, New Haven, CT, USA.; Olin Neuropsychiatric Research Center, Institute of Living, Hartford Hospital, Hartford, CT, USA.<br /><searchLink fieldCode="AU" term="%22Goikolea+JM%22">Goikolea JM</searchLink>; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Grotegerd+D%22">Grotegerd D</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Hahn+T%22">Hahn T</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Henry+C%22">Henry C</searchLink>; Institut Pasteur, Unité Perception et Mémoire, Paris, France.<br /><searchLink fieldCode="AU" term="%22Hibar+DP%22">Hibar DP</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA.<br /><searchLink fieldCode="AU" term="%22Houenou+J%22">Houenou J</searchLink>; NeuroSpin, CEA, Paris-Saclay, Gif sur Yvette, France.; INSERM U955 Team 15 'Translational Psychiatry', University Paris East, APHP, CHU Mondor, Fondation FondaMental, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Howells+FM%22">Howells FM</searchLink>; Neuroscience Institute, University of Cape Town, Cape Town, South Africa.; Translational Neuroscience Group, Department of Psychiatry and Mental Health, Cape Town, South Africa.<br /><searchLink fieldCode="AU" term="%22Jahanshad+N%22">Jahanshad N</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA.<br /><searchLink fieldCode="AU" term="%22Kaufmann+T%22">Kaufmann T</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Kenney+J%22">Kenney J</searchLink>; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.<br /><searchLink fieldCode="AU" term="%22Kircher+TTJ%22">Kircher TTJ</searchLink>; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.<br /><searchLink fieldCode="AU" term="%22Krug+A%22">Krug A</searchLink>; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.<br /><searchLink fieldCode="AU" term="%22Lagerberg+TV%22">Lagerberg TV</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Lenroot+RK%22">Lenroot RK</searchLink>; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Department of Psychiatry and Behavioural Sciences, University of New Mexico, Albuquerque, NM, USA.<br /><searchLink fieldCode="AU" term="%22López-Jaramillo+C%22">López-Jaramillo C</searchLink>; Research Group in Psychiatry, Department of Psychiatry, Faculty of Medicine, Universidad de Antioquia, Medellín, Antioquia, Colombia.; Mood Disorders Program, Hospital Universitario San Vicente Fundación, Medellín, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Machado-Vieira+R%22">Machado-Vieira R</searchLink>; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Malt+UF%22">Malt UF</searchLink>; Psychosomatic Unit, Division of Mental Health and Dependence, Oslo University Hospital and University of Oslo, Oslo, Norway.; University of Oslo, Institute of Clinical Medicine, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22McDonald+C%22">McDonald C</searchLink>; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.<br /><searchLink fieldCode="AU" term="%22Mitchell+PB%22">Mitchell PB</searchLink>; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Black Dog Institute, Prince of Wales Hospital, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Mwangi+B%22">Mwangi B</searchLink>; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Nabulsi+L%22">Nabulsi L</searchLink>; Centre for Neuroimaging and Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.<br /><searchLink fieldCode="AU" term="%22Opel+N%22">Opel N</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Overs+BJ%22">Overs BJ</searchLink>; Neuroscience Research Australia, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Pineda-Zapata+JA%22">Pineda-Zapata JA</searchLink>; Research Group, Instituto de Alta Tecnología Médica (IATM), Medellín, Antioquia, Colombia.<br /><searchLink fieldCode="AU" term="%22Pomarol-Clotet+E%22">Pomarol-Clotet E</searchLink>; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Redlich+R%22">Redlich R</searchLink>; Department of Psychiatry, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Roberts+G%22">Roberts G</searchLink>; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.; Black Dog Institute, Prince of Wales Hospital, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Rosa+PG%22">Rosa PG</searchLink>; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Salvador+R%22">Salvador R</searchLink>; FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Satterthwaite+TD%22">Satterthwaite TD</searchLink>; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Soares+JC%22">Soares JC</searchLink>; Department of Psychiatry, University of Texas Health Science Center at Houston, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Stein+DJ%22">Stein DJ</searchLink>; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa.<br /><searchLink fieldCode="AU" term="%22Temmingh+HS%22">Temmingh HS</searchLink>; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa.; Western Cape Department of Health, Valkenberg Hospital, Cape Town, Western Cape, South Africa.<br /><searchLink fieldCode="AU" term="%22Trappenberg+T%22">Trappenberg T</searchLink>; Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada.<br /><searchLink fieldCode="AU" term="%22Uhlmann+A%22">Uhlmann A</searchLink>; Department of Psychiatry, SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa.; Department of Psychiatry, University of Vermont, Burlington, VT, USA.<br /><searchLink fieldCode="AU" term="%22van+Haren+NEM%22">van Haren NEM</searchLink>; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Centre, Rotterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Vieta+E%22">Vieta E</searchLink>; Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Westlye+LT%22">Westlye LT</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Department of Psychology, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Wolf+DH%22">Wolf DH</searchLink>; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Yüksel+D%22">Yüksel D</searchLink>; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.<br /><searchLink fieldCode="AU" term="%22Zanetti+MV%22">Zanetti MV</searchLink>; Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.; Center for Interdisciplinary Research on Applied Neurosciences (NAPNA), University of São Paulo, São Paulo, Brazil.; Instituto de Ensino e Pesquisa, Hospital Sírio-Libanês, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Andreassen+OA%22">Andreassen OA</searchLink>; NORMENT KG Jebsen Centre, University of Oslo, Oslo, Norway.; Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Thompson+PM%22">Thompson PM</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hajek+T%22">Hajek T</searchLink>; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada. tomas.hajek@dal.ca.
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  Data: <searchLink fieldCode="CA" term="%22ENIGMA+Bipolar+Disorders+Working+Group%22">ENIGMA Bipolar Disorders Working Group</searchLink>
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  Data: <searchLink fieldCode="JN" term="%229607835%22">Molecular psychiatry</searchLink> [Mol Psychiatry] 2020 Sep; Vol. 25 (9), pp. 2130-2143. <i>Date of Electronic Publication: </i>2018 Aug 31.
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  Data: Journal Article; Meta-Analysis; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group+Specialist+Journals%22">Nature Publishing Group Specialist Journals </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9607835 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-5578 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213594184%22">13594184 </searchLink><i>NLM ISO Abbreviation: </i>Mol Psychiatry <i>Subsets: </i>MEDLINE
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      – TitleFull: Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.
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              Text: 2020 Sep
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