Identifying and predicting amyotrophic lateral sclerosis clinical subgroups: a population-based machine-learning study

Background: Amyotrophic lateral sclerosis (ALS) is known to represent a collection of overlapping syndromes. Various classification systems based on empirical observations have been proposed, but it is unclear to what extent they reflect ALS population substructures. We aimed to use machine-learning...

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Main Authors: Amarù, S. (Author), Barberis, M. (Author), Bartolomei, I. (Author), Bertolotto, A. (Author), Bombaci, A. (Author), Borghi, A.M (Author), Bracaglia, M. (Author), Brunetti, M. (Author), Brunn, F. (Author), Calvo, A. (Author), Campbell, R.H (Author), Canali, E. (Author), Canosa, A. (Author), Casale, F. (Author), Casmiro, M. (Author), Chiò, A. (Author), Codeluppi, L. (Author), Comi, C. (Author), Corrado, L. (Author), Cortelli, P. (Author), Cugnasco, P. (Author), Currò Dossi, M. (Author), Dadu, A. (Author), D'Alfonso, S. (Author), De Marchi, F. (Author), De Marco, G. (Author), De Massis, P. (Author), De Mattei, M. (Author), De Pasqua, S. (Author), Di Sapio, A. (Author), ERRALS consortium (Author), Faghri, F. (Author), Ferro, S. (Author), Fini, N. (Author), Fuda, G. (Author), Gallone, S. (Author), Gentile, S. (Author), Ghiglione, P. (Author), Gianferrari, G. (Author), Grassano, M. (Author), Guidetti, D. (Author), Iazzolino, B. (Author), Imperiale, D. (Author), Labate, C. (Author), Launaro, N. (Author), Liguori, R. (Author), Longoni, M. (Author), Malagù, S. (Author), Mandrioli, J. (Author), Manera, U. (Author), Martinelli, I. (Author), Mauro, A. (Author), Mazzini, L. (Author), Medici, D. (Author), Meletti, S. (Author), Michelucci, R. (Author), Moglia, C. (Author), Morresi, S. (Author), Nalls, M.A (Author), Palumbo, F. (Author), PARALS consortium (Author), Patuelli, A. (Author), Pavesi, G. (Author), Peotta, L. (Author), Pilurzi, G. (Author), Poglio, F. (Author), Pugliatti, M. (Author), Querzani, P. (Author), Rinaldi, R. (Author), Rota, E. (Author), Ruiz, L. (Author), Salamone, P. (Author), Salvi, F. (Author), Santangelo, M. (Author), Sbaiz, L. (Author), Sette, E. (Author), Simonini, C. (Author), Terlizzi, E. (Author), Testa, L. (Author), Torrieri, M.C (Author), Traynor, B.J (Author), Tugnoli, V. (Author), Vacchiano, V. (Author), Valzania, F. (Author), Vasta, R. (Author), Vidale, S. (Author), Zini, A. (Author), Zinno, L. (Author), Zucchi, E. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Online Access:View Fulltext in Publisher