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Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI
S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad and P. Giannakopoulos
American Journal of Neuroradiology September 2012, DOI: https://doi.org/10.3174/ajnr.A3223
S. Haller
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
P. Missonnier
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
F.R. Herrmann
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
C. Rodriguez
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
M.-P. Deiber
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
D. Nguyen
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
G. Gold
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
K.-O. Lovblad
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
P. Giannakopoulos
From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
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- Published online September 13, 2012.
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© 2013 American Society of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org
Author Information
- S. Haller,
- P. Missonnier,
- F.R. Herrmann,
- C. Rodriguez,
- M.-P. Deiber,
- D. Nguyen,
- G. Gold,
- K.-O. Lovblad and
- P. Giannakopoulos
- From the Service neuro-diagnostique et neuro-interventionnel DISIM (S.H., K-O.L.), Division of General Psychiatry (P.M., C.R., P.G.), Division of Neuropsychiatry (P.M., M.-P.D.) and Department of Internal Medicine, Rehabilitation, and Geriatrics (G.G., F.R.H.), University Hospitals of Geneva, Geneva, Switzerland; INSERM U1039, Faculty of Medicine (M.-P.D.), La Tronche, France; Centre Diagnostic Radiologique Carouge (D.N.), Carouge, Switzerland; and Division of Old Age Psychiatry (P.G.), University of Lausanne School of Medicine, Lausanne, Switzerland.
- Please address correspondence to Sven Haller, MD, MSc, Service neuro-diagnostique et neuro-interventionnel DISIM, Hôpitaux Universitaires de Genève, Rue Gabrielle Perret-Gentil 4, 1211 Genève 14, Switzerland; e-mail: sven.haller{at}hcuge.ch
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Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI
S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad, P. Giannakopoulos
American Journal of Neuroradiology Sep 2012, DOI: 10.3174/ajnr.A3223
Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI
S. Haller, P. Missonnier, F.R. Herrmann, C. Rodriguez, M.-P. Deiber, D. Nguyen, G. Gold, K.-O. Lovblad, P. Giannakopoulos
American Journal of Neuroradiology Sep 2012, DOI: 10.3174/ajnr.A3223
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