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Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set.
Marzi, Chiara; d'Ambrosio, Alessandro; Diciotti, Stefano; Bisecco, Alvino; Altieri, Manuela; Filippi, Massimo; Rocca, Maria Assunta; Storelli, Loredana; Pantano, Patrizia; Tommasin, Silvia; Cortese, Rosa; De Stefano, Nicola; Tedeschi, Gioacchino; Gallo, Antonio.
Afiliação
  • Marzi C; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Napoli, Italy.
  • d'Ambrosio A; Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi" - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy.
  • Diciotti S; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Napoli, Italy.
  • Bisecco A; Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi" - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy.
  • Altieri M; Alma Mater Research Institute for Human-Centered Artificial Intelligence, University of Bologna, Bologna, Italy.
  • Filippi M; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Napoli, Italy.
  • Rocca MA; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Napoli, Italy.
  • Storelli L; Department of Psychology, University of Campania "Luigi Vanvitelli", Napoli, Italy.
  • Pantano P; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
  • Tommasin S; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
  • Cortese R; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
  • De Stefano N; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
  • Tedeschi G; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
  • Gallo A; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.
Hum Brain Mapp ; 44(1): 186-202, 2023 01.
Article em En | MEDLINE | ID: mdl-36255155
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtornos Cognitivos / Esclerose Múltipla Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Itália País de publicação: Estados Unidos
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtornos Cognitivos / Esclerose Múltipla Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Itália País de publicação: Estados Unidos