SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.

V Wottschel; DT Chard; Christian Enzinger; M Filippi; JL Frederiksen; C Gasperini; A Giorgio; MA Rocca; A Rovira; N De Stefano; M Tintoré; DC Alexander; F Barkhof; O Ciccarelli; Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group; EuroPOND consortium

doi:10.1016/j.nicl.2019.102011

SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.

V Wottschel
, DT Chard
, Christian Enzinger
, M Filippi
, JL Frederiksen
, C Gasperini
, A Giorgio
, MA Rocca
, A Rovira
, N De Stefano
, M Tintoré
, DC Alexander
, F Barkhof
, O Ciccarelli
, Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group
, EuroPOND consortium

Department of Neurology

Research output: Contribution to journal › Research article

51 Citations (Web of Science)

Original language	English
Journal	NeuroImage: Clinical
DOIs	https://doi.org/10.1016/j.nicl.2019.102011
Publication status	Published - 2019

Branches of science

302 Clinical Medicine

Research Fields

Neuroscience

DOI

10.1016/j.nicl.2019.102011

Links

Cite this

Wottschel, V., Chard, DT., Enzinger, C., Filippi, M., Frederiksen, JL., Gasperini, C., Giorgio, A., Rocca, MA., Rovira, A., De Stefano, N., Tintoré, M., Alexander, DC., Barkhof, F., Ciccarelli, O., Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group, & EuroPOND consortium (2019). SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis. NeuroImage: Clinical. https://doi.org/10.1016/j.nicl.2019.102011

@article{da6908355f994549b2be2a68bff79764,

title = "SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.",

author = "V Wottschel and DT Chard and Christian Enzinger and M Filippi and JL Frederiksen and C Gasperini and A Giorgio and MA Rocca and A Rovira and \{De Stefano\}, N and M Tintor{\'e} and DC Alexander and F Barkhof and O Ciccarelli and \{Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group\} and \{EuroPOND consortium\}",

year = "2019",

doi = "10.1016/j.nicl.2019.102011",

language = "English",

journal = "NeuroImage: Clinical",

issn = "2213-1582",

publisher = "Elsevier Inc.",

}

Wottschel, V, Chard, DT, Enzinger, C, Filippi, M, Frederiksen, JL, Gasperini, C, Giorgio, A, Rocca, MA, Rovira, A, De Stefano, N, Tintoré, M, Alexander, DC, Barkhof, F, Ciccarelli, O, Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group & EuroPOND consortium 2019, 'SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.', NeuroImage: Clinical. https://doi.org/10.1016/j.nicl.2019.102011

TY - JOUR

T1 - SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.

AU - Wottschel, V

AU - Chard, DT

AU - Enzinger, Christian

AU - Filippi, M

AU - Frederiksen, JL

AU - Gasperini, C

AU - Giorgio, A

AU - Rocca, MA

AU - Rovira, A

AU - De Stefano, N

AU - Tintoré, M

AU - Alexander, DC

AU - Barkhof, F

AU - Ciccarelli, O

AU - Magnetic Imaging in Multiple Sclerosis (MAGNIMS) Study Group

AU - EuroPOND consortium

PY - 2019

Y1 - 2019

UR - https://www.webofscience.com/wos/woscc/full-record/WOS:000504663800125

UR - https://pubmed.ncbi.nlm.nih.gov/31734524

UR - https://pmc.ncbi.nlm.nih.gov/articles/PMC6861587

U2 - 10.1016/j.nicl.2019.102011

DO - 10.1016/j.nicl.2019.102011

M3 - Research article

C2 - 31734524

SN - 2213-1582

JO - NeuroImage: Clinical

JF - NeuroImage: Clinical

ER -