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Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness.
Lebedev, A V; Westman, E; Van Westen, G J P; Kramberger, M G; Lundervold, A; Aarsland, D; Soininen, H; Kloszewska, I; Mecocci, P; Tsolaki, M; Vellas, B; Lovestone, S; Simmons, A.
Affiliation
  • Lebedev AV; Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway.
  • Westman E; Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Alzheimer's Disease Research Centre, Karolinska Institute, Stockholm, Sweden.
  • Van Westen GJ; European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom.
  • Kramberger MG; Department of Neurology, University Medical Center Ljubljana, Slovenia.
  • Lundervold A; Neuroinformatics and Image Analysis Laboratory, Department of Biomedicine, University of Bergen, Bergen, Norway ; Department of Radiology, Haukeland University Hospital, Bergen, Norway.
  • Aarsland D; Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway ; Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Alzheimer's Disease Research Centre, Karolinska Institute, Stockholm, Sweden.
  • Soininen H; Department of Neurology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
  • Kloszewska I; Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Lódz, Poland.
  • Mecocci P; Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy.
  • Tsolaki M; Aristotle University of Thessaloniki, Thessaloniki, Greece.
  • Vellas B; GERONTOPOLE, UMR INSERM 1027, CHU, University of Toulouse, France.
  • Lovestone S; King's College London, Institute of Psychiatry, London, UK ; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia, London, UK.
  • Simmons A; King's College London, Institute of Psychiatry, London, UK ; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia, London, UK.
Neuroimage Clin ; 6: 115-25, 2014.
Article in En | MEDLINE | ID: mdl-25379423
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Alzheimer Disease Type of study: Clinical_trials / Diagnostic_studies / Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Aged80 / Female / Humans / Male Language: En Journal: Neuroimage Clin Year: 2014 Document type: Article
Fulltext
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XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Alzheimer Disease Type of study: Clinical_trials / Diagnostic_studies / Etiology_studies / Guideline / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Aged80 / Female / Humans / Male Language: En Journal: Neuroimage Clin Year: 2014 Document type: Article