Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set.
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| Title: | Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set. |
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| Authors: | Marzi C; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy., d'Ambrosio A; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy., Diciotti S; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy.; Alma Mater Research Institute for Human-Centered Artificial Intelligence, University of Bologna, Bologna, Italy., Bisecco A; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy., Altieri M; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.; Department of Psychology, University of Campania 'Luigi Vanvitelli', Napoli, Italy., Filippi M; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy., Rocca MA; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy., Storelli L; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy., Pantano P; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.; IRCCS Neuromed, Pozzilli, Italy., Tommasin S; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy., Cortese R; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy., De Stefano N; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy., Tedeschi G; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy., Gallo A; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy. |
| Corporate Authors: | INNI Network |
| Source: | Human brain mapping [Hum Brain Mapp] 2023 Jan; Vol. 44 (1), pp. 186-202. Date of Electronic Publication: 2022 Oct 18. |
| Publication Type: | Multicenter Study; Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Wiley Country of Publication: United States NLM ID: 9419065 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0193 (Electronic) Linking ISSN: 10659471 NLM ISO Abbreviation: Hum Brain Mapp Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 36255155 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Marzi+C%22">Marzi C</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22d'Ambrosio+A%22">d'Ambrosio A</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Diciotti+S%22">Diciotti S</searchLink>; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, Alma Mater Studiorum - University of Bologna, Bologna, Italy.; Alma Mater Research Institute for Human-Centered Artificial Intelligence, University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Bisecco+A%22">Bisecco A</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Altieri+M%22">Altieri M</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.; Department of Psychology, University of Campania 'Luigi Vanvitelli', Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Filippi+M%22">Filippi M</searchLink>; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Rocca+MA%22">Rocca MA</searchLink>; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurology and Neurophysiology Unit, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Storelli+L%22">Storelli L</searchLink>; Neuroimaging Research Unit, Division of Neuroscience, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Pantano+P%22">Pantano P</searchLink>; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.; IRCCS Neuromed, Pozzilli, Italy.<br /><searchLink fieldCode="AU" term="%22Tommasin+S%22">Tommasin S</searchLink>; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Cortese+R%22">Cortese R</searchLink>; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.<br /><searchLink fieldCode="AU" term="%22De+Stefano+N%22">De Stefano N</searchLink>; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.<br /><searchLink fieldCode="AU" term="%22Tedeschi+G%22">Tedeschi G</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy.<br /><searchLink fieldCode="AU" term="%22Gallo+A%22">Gallo A</searchLink>; MS Center and 3T-MRI Research Unit, Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania 'Luigi Vanvitelli', Napoli, Italy. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22INNI+Network%22">INNI Network</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229419065%22">Human brain mapping</searchLink> [Hum Brain Mapp] 2023 Jan; Vol. 44 (1), pp. 186-202. <i>Date of Electronic Publication: </i>2022 Oct 18. – Name: TypePub Label: Publication Type Group: TypPub Data: Multicenter Study; Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9419065 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1097-0193 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210659471%22">10659471 </searchLink><i>NLM ISO Abbreviation: </i>Hum Brain Mapp <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=36255155 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1002/hbm.26106 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 186 Titles: – TitleFull: Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Marzi C – PersonEntity: Name: NameFull: d'Ambrosio A – PersonEntity: Name: NameFull: Diciotti S – PersonEntity: Name: NameFull: Bisecco A – PersonEntity: Name: NameFull: Altieri M – PersonEntity: Name: NameFull: Filippi M – PersonEntity: Name: NameFull: Rocca MA – PersonEntity: Name: NameFull: Storelli L – PersonEntity: Name: NameFull: Pantano P – PersonEntity: Name: NameFull: Tommasin S – PersonEntity: Name: NameFull: Cortese R – PersonEntity: Name: NameFull: De Stefano N – PersonEntity: Name: NameFull: Tedeschi G – PersonEntity: Name: NameFull: Gallo A IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2023 Jan Type: published Y: 2023 Identifiers: – Type: issn-electronic Value: 1097-0193 Numbering: – Type: volume Value: 44 – Type: issue Value: 1 Titles: – TitleFull: Human brain mapping Type: main |
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