Introducing Machine Learning for full MS patient trajectories improves predictions for disability score progression
Por:
De Brouwer, E, Peeters, L, Becker, T, Altintas, A, Soysal, A, Van Wijmeersch, B, Boz, C, Oreja-Guevara, C, Gobbi, C, Solaro, C, Ramo, C, Spitaleri, DL, Maimone, D, Aguera-Morales, E, Cartechini, E, Butler, E, Havrdova, E, Patti, F, Granella, F, Grand'Maison, F, Moore, F, Verheul, F, Iuliano, G, Butzkueven, H, Lechner-Scott, J, Kuhle, J, Menoyo, JLS, Rojas, JI, Prevost, J, Onofrj, M, Rio, ME, Sa, MJ, Saladino, ML, Slee, M, Barnett, M, Terzi, M, Deri, N, McCombe, P, Sola, P, Duquette, P, Grammond, P, Ampapa, R, Alroughani, R, Hupperts, R, Turkoglu, R, Gouider, R, Bolanos, RF, Bergamaschi, R, Kalincik, T and Moreau, Y
Publicada:
1 sep 2019
Resumen:
Filiaciones:
De Brouwer, E:
Katholieke Univ Leuven, Leuven, Belgium
Peeters, L:
Hasselt Univ, Biomed Res Inst, Hasselt, Belgium
Becker, T:
Hasselt Univ, Hasselt, Belgium
Altintas, A:
Istanbul Univ, Cerrahpasa Med Sch, Sch Med, Istanbul, Turkey
Soysal, A:
Bakirkoy Educ & Res Hosp Psychiat & Neurol Dis, Istanbul, Turkey
Van Wijmeersch, B:
Hasselt Univ, Hasselt, Belgium
Rehabil & MS Ctr Overpelt, Hasselt, Belgium
Boz, C:
Karadeniz Tech Univ, Dept Neurol, Trabzon, Turkey
Oreja-Guevara, C:
Hosp Clin San Carlos, Madrid, Spain
Gobbi, C:
Hosp Clinico San Carlos, Lugano, Switzerland
Solaro, C:
ASL3 Genovese, Genoa, Italy
:
Hosp Badalona Germans Trias & Pujol, Badalona, Spain
Spitaleri, DL:
Azienda Ospedaliera Rilievo Nazl San Giuseppe M, Avellino, Italy
Maimone, D:
Garibaldi Hosp, Catania, Italy
Aguera-Morales, E:
Univ Hosp Reina Sofia, Cordoba, Spain
Cartechini, E:
Ospedale Generale Provinciale Macerata, Macerata, Italy
Butler, E:
Monash Med Ctr, Melbourne, Vic, Australia
Havrdova, E:
Charles Univ Prague, Prague, Czech Republic
Gen Univ Hosp, Prague, Czech Republic
Patti, F:
Univ Catania, Neuroscience Sect, Multiple Sclerosis Ctr, Dept Med & Surg Sci,GF Ingrassia, Catania, Italy
Granella, F:
Univ Parma, Parma, Italy
Grand'Maison, F:
Neuro Rive Sud, Quebec City, PQ, Canada
Moore, F:
Jewish Gen Hosp, Montreal, PQ, Canada
Verheul, F:
Groene Hart Ziekenhuis, Gouda, Netherlands
Iuliano, G:
Ospedali Riuniti Salerno, Salerno, Italy
Butzkueven, H:
Monash Univ, Melbourne, Vic, Australia
Lechner-Scott, J:
Univ Newcastle, Newcastle, NSW, Australia
Kuhle, J:
Universitatsspital Basel, Basel, Switzerland
Menoyo, JLS:
Hosp Galdakao Usansolo, Galdakao, Spain
Rojas, JI:
Hosp Italiano Buenos Aires, Buenos Aires, DF, Argentina
Prevost, J:
CSSS Saint Jerome, Saint Jerome, PQ, Canada
Onofrj, M:
Univ G dAnnunzio Chieti, Chieti, Italy
Rio, ME:
Hosp Sao Joao, Porto, Portugal
Sa, MJ:
Ctr Hosp S Joao, Dept Neurol, Porto, Portugal
Univ Fernando Pessoa, Porto, Portugal
Saladino, ML:
INEBA Inst Neurosci Buenos Aires, Buenos Aires, DF, Argentina
Slee, M:
Flinders Univ S Australia, Adelaide, SA, Australia
Barnett, M:
Brain & Mind Ctr, Sydney, NSW, Australia
Terzi, M:
19 Mayis Univ, Samsun, Turkey
Deri, N:
Hosp Fernandez, Capital Fed, Buenos Aires, DF, Argentina
McCombe, P:
Univ Queensland, Brisbane, Qld, Australia
Sola, P:
Azienda Ospedaliera Univ, Modena, Italy
Duquette, P:
Hop Notre Dame De Bon Secours, Montreal, PQ, Canada
Grammond, P:
CISSS Chaudiere Appalache Levis, Quebec City, PQ, Canada
Ampapa, R:
Nemocnice Jihlava, Jihlava, Czech Republic
Alroughani, R:
Amiri Hosp, Sharq, Kuwait, Kuwait
Hupperts, R:
Zuyderland Ziekenhuis, Sittard, Netherlands
Turkoglu, R:
Haydarpasa Numune Training & Res Hosp, Istanbul, Turkey
Gouider, R:
Razi Hosp, Manouba, Tunisia
Bolanos, RF:
Hosp Univ Virgen de Valme, Seville, Spain
Bergamaschi, R:
IRCCS Mondino Fdn, Pavia, Italy
Kalincik, T:
Univ Melbourne, Melbourne, Vic, Australia
Moreau, Y:
Katholieke Univ Leuven, Leuven, Belgium
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