Overcoming the Clinical–MR Imaging Paradox of Multiple Sclerosis: MR Imaging Data Assessed with a Random Forest Approach

K. Kac̆ar; M.A. Rocca; M. Copetti; S. Sala; Š. Mesaroš; T. Stosić Opinćal; D. Caputo; M. Absinta; J. Drulović; V.S. Kostić; G. Comi; M. Filippi

doi:10.3174/ajnr.A2864

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Overcoming the Clinical–MR Imaging Paradox of Multiple Sclerosis: MR Imaging Data Assessed with a Random Forest Approach

K. Kac̆ar, M.A. Rocca, M. Copetti, S. Sala, Š. Mesaroš, T. Stosić Opinćal, D. Caputo, M. Absinta, J. Drulović, V.S. Kostić, G. Comi and M. Filippi

American Journal of Neuroradiology December 2011, 32 (11) 2098-2102; DOI: https://doi.org/10.3174/ajnr.A2864

K. Kac̆ar

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

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M.A. Rocca

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

bInstitute of Experimental Neurology, Division of Neuroscience, and Department of Neurology (M.A.R., M.A., G.C., M.F.), Scientific Institute and University Hospital San Raffaele, Milan, Italy

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M. Copetti

cthe Biostatistics Unit (M.C.), Istituto di Ricovero e Cura a Carattere Scientifico-Ospedale Casa Sollievo della Sofferenza, San Giovanni Rotondo, Foggia, Italy

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S. Sala

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

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Š. Mesaroš

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

dClinics of Neurology (S.M., J.D., V.S.K.)

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T. Stosić Opinćal

eRadiology (T.S.O.), Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia

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D. Caputo

fDepartment of Neurology (D.C.), Scientific Institute Fondazione Don Gnocchi, Milan, Italy.

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M. Absinta

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

bInstitute of Experimental Neurology, Division of Neuroscience, and Department of Neurology (M.A.R., M.A., G.C., M.F.), Scientific Institute and University Hospital San Raffaele, Milan, Italy

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J. Drulović

dClinics of Neurology (S.M., J.D., V.S.K.)

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V.S. Kostić

dClinics of Neurology (S.M., J.D., V.S.K.)

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G. Comi

bInstitute of Experimental Neurology, Division of Neuroscience, and Department of Neurology (M.A.R., M.A., G.C., M.F.), Scientific Institute and University Hospital San Raffaele, Milan, Italy

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M. Filippi

aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)

bInstitute of Experimental Neurology, Division of Neuroscience, and Department of Neurology (M.A.R., M.A., G.C., M.F.), Scientific Institute and University Hospital San Raffaele, Milan, Italy

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Fig 1.
Illustrative behavior of the main WM fiber bundles studied in a single subject, before spatial normalization. See text for further details.

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K. Kac̆ar, M.A. Rocca, M. Copetti, S. Sala, Š. Mesaroš, T. Stosić Opinćal, D. Caputo, M. Absinta, J. Drulović, V.S. Kostić, G. Comi, M. Filippi

Overcoming the Clinical–MR Imaging Paradox of Multiple Sclerosis: MR Imaging Data Assessed with a Random Forest Approach

American Journal of Neuroradiology Dec 2011, 32 (11) 2098-2102; DOI: 10.3174/ajnr.A2864

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Overcoming the Clinical–MR Imaging Paradox of Multiple Sclerosis: MR Imaging Data Assessed with a Random Forest Approach

K. Kac̆ar, M.A. Rocca, M. Copetti, S. Sala, Š. Mesaroš, T. Stosić Opinćal, D. Caputo, M. Absinta, J. Drulović, V.S. Kostić, G. Comi, M. Filippi

American Journal of Neuroradiology Dec 2011, 32 (11) 2098-2102; DOI: 10.3174/ajnr.A2864

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