Patient-reported outcomes as predictors of disability evolution in Multiple Sclerosis: An interpretable machine learning approach.
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| Title: | Patient-reported outcomes as predictors of disability evolution in Multiple Sclerosis: An interpretable machine learning approach. |
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| Authors: | Di Antonio F; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy; Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy., Brichetto G; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy; AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy., Tacchino A; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy., Pedullà L; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy., Podda J; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy., Grange E; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy; Department of Informatics, Bioengineering, Robotics and Systems Engineering (DIBRIS), University of Genova, Genova, Italy., Bollini A; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy., Monti Bragadin M; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy; AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy., Prada V; NeuroBRITE Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy., Bauckneht M; Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy., Morbelli S; Department of Medical Sciences, University of Turin, Turin, Italy., Chincarini A; National Institute for Nuclear Physics (INFN), Genoa Section, Genoa, Italy. |
| Source: | Multiple sclerosis (Houndmills, Basingstoke, England) [Mult Scler] 2026 May; Vol. 32 (6), pp. 574-584. Date of Electronic Publication: 2026 Jan 30. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: SAGE Publications Country of Publication: England NLM ID: 9509185 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0970 (Electronic) Linking ISSN: 13524585 NLM ISO Abbreviation: Mult Scler Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1477-0970 |
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| DOI: | 10.1177/13524585251411093 |
