Research ArticleBrain
Open Access
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.)
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
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
S. Sala
aFrom the Neuroimaging Research Unit (K.K., M.A.R., S.S., S.M., M.A., M.F.)
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.)
T. Stosić Opinćal
eRadiology (T.S.O.), Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
D. Caputo
fDepartment of Neurology (D.C.), Scientific Institute Fondazione Don Gnocchi, Milan, Italy.
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
J. Drulović
dClinics of Neurology (S.M., J.D., V.S.K.)
V.S. Kostić
dClinics of Neurology (S.M., J.D., V.S.K.)
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
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
References
- 1.↵
- Bakshi R,
- Thompson AJ,
- Rocca MA,
- et al
- 2.↵
- Barkhof F,
- Calabresi PA,
- Miller DH,
- et al
- 3.↵
- Kurtzke JF
- 4.↵
- Lassmann H
- 5.↵
- Pagani E,
- Filippi M,
- Rocca MA,
- et al
- 6.↵
- Mesaros S,
- Rocca MA,
- Riccitelli G,
- et al
- 7.↵
- Cutter GR,
- Baier ML,
- Rudick RA,
- et al
- 8.↵
- Rovaris M,
- Agosta F,
- Pagani E,
- et al
- 9.↵
- Breiman L
- 10.↵
- Polman CH,
- Reingold SC,
- Edan G,
- et al
- 11.↵
- Lublin FD,
- Reingold SC
- 12.↵
- Hawkins SA,
- McDonnell GV
- 13.↵
- Pittock SJ,
- McClelland RL,
- Mayr WT,
- et al
- 14.↵
- Montalban X,
- Sastre-Garriga J,
- Filippi M,
- et al
- 15.↵
- Smith SM,
- De Stefano N,
- Jenkinson M,
- et al
- 16.↵
- Basser PJ,
- Mattiello J,
- LeBihan D
- 17.↵
- Basser PJ,
- Pierpaoli C
- 18.↵
- Ceccarelli A,
- Rocca MA,
- Falini A,
- et al
- 19.↵
- Rocca MA,
- Pagani E,
- Absinta M,
- et al
- 20.↵
- Rocca MA,
- Valsasina P,
- Ceccarelli A,
- et al
- 21.↵
- Losseff NA,
- Kingsley DP,
- McDonald WI,
- et al
- 22.↵
- 23.↵
- Efron B,
- Tibshirani R
- 24.↵
- 25.↵
- 26.↵
In this issue
Advertisement
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
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
Jump to section
Related Articles
Cited By...
This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.
- S. Rizza, M. Copetti, C. Rossi, M.A. Cianfarani, M. Zucchelli, A. Luzi, C. Pecchioli, O. Porzio, G. Di Cola, A. Urbani, F. Pellegrini, M. FedericiAtherosclerosis 2014 232 2
- Li Guan, Bibo Hao, Qijin Cheng, Paul SF Yip, Tingshao ZhuJMIR Mental Health 2015 2 2
- C Zecca, G Disanto, MP Sormani, GC Riccitelli, A Cianfoni, F Del Grande, E Pravatà, C GobbiMultiple Sclerosis Journal 2016 22 6
- Xiaoyu Du, Hongzhao You, Yulin Li, Yuan Wang, Peng Hui, Bokang Qiao, Jie Lu, Weihua Zhang, Shanshan Zhou, Yang Zheng, Jie DuScientific Reports 2018 8 1
- M. Haber, E. B. Hutchinson, N. Sadeghi, W. H. Cheng, D. Namjoshi, P. Cripton, M. O. Irfanoglu, C. Wellington, R. Diaz-Arrastia, C. Pierpaolieneuro 2017 4 5
- Massimo Filippi, Paolo Preziosa, Maria A. RoccaNeuroimaging Clinics of North America 2017 27 2
- Tian Ge, Nicole Müller-Lenke, Kerstin Bendfeldt, Thomas E. Nichols, Timothy D. JohnsonThe Annals of Applied Statistics 2014 8 2
- Ying Ma, Jianli Wang, Jingying Wu, Chuxuan Tong, Ting ZhangScience of The Total Environment 2021 793
- Maria A. Rocca, Paola Valsasina, Alessandro Meani, Elisabetta Pagani, Claudio Cordani, Chiara Cervellin, Massimo FilippiNeurology Neuroimmunology & Neuroinflammation 2021 8 4
More in this TOC Section
Similar Articles
Advertisement