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Open Access
Peer-reviewed
Research Article
Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
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Raymond Salvador ,
* E-mail: rsalvador@fidmag.com
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain
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Joaquim Radua,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain, Institute of Psychiatry, Psychology and Neuroscience, King’s College, London, United Kingdom, Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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Erick J. Canales-Rodríguez,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain
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Aleix Solanes,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, University of Barcelona, Barcelona, Spain
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Salvador Sarró,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain
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José M. Goikolea,
Affiliations Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain, Hospital Clínic, University of Barcelona, IDIBAPS, Barcelona, Spain
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Alicia Valiente,
Affiliation Hospital Benito Menni – CASM, Sant Boi de Llobregat, Spain
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Gemma C. Monté,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain, Hospital Clínic, University of Barcelona, IDIBAPS, Barcelona, Spain
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María del Carmen Natividad,
Affiliation Hospital Mare de Déu de la Mercè, Barcelona, Spain
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Amalia Guerrero-Pedraza,
Affiliation Hospital Benito Menni – CASM, Sant Boi de Llobregat, Spain
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Noemí Moro,
Affiliation Hospital Benito Menni – CASM, Sant Boi de Llobregat, Spain
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Paloma Fernández-Corcuera,
Affiliation Hospital Benito Menni – CASM, Sant Boi de Llobregat, Spain
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Benedikt L. Amann,
Affiliations Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain, Institut de Neuropsiquiatria i Addiccions, Centre Fòrum Research Unit, Parc de Salut Mar, Barcelona, Spain, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain, Department of Psychiatry, Autonomous University of Barcelona, Barcelona, Spain
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Teresa Maristany,
Affiliation Hospital Sant Joan de Déu, Esplugues de Llobregat, Spain
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Eduard Vieta,
Affiliations Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain, Hospital Clínic, University of Barcelona, IDIBAPS, Barcelona, Spain
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Peter J. McKenna,
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain
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Edith Pomarol-Clotet
Affiliations FIDMAG - Germanes Hospitalaries, Barcelona, Spain, Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain
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Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
- Raymond Salvador,
- Joaquim Radua,
- Erick J. Canales-Rodríguez,
- Aleix Solanes,
- Salvador Sarró,
- José M. Goikolea,
- Alicia Valiente,
- Gemma C. Monté,
- María del Carmen Natividad,
- Amalia Guerrero-Pedraza
- Published: April 20, 2017
- https://doi.org/10.1371/journal.pone.0175683