Identifying cognitive phenotypes in multiple sclerosis using machine learning models: a multicentre study

被引：0

作者：

Colato, Elisa ^{[1
,2
]}

van Dam, Maureen ^{[1
]}

Pontillo, Giuseppe ^{[2
,3
,4
,5
]}

Moccia, Marcello ^{[6
,7
]}

Uher, Tomas ^{[8
,9
,10
,11
]}

Motyl, Jiri ^{[8
,9
,10
]}

Vaneckova, Manuela ^{[10
,11
]}

Toosy, Ahmed ^{[2
]}

Foster, Michael ^{[2
]}

Collorone, Sara ^{[2
]}

Amato, Maria Pia ^{[12
,13
,14
]}

De Meo, Ermelinda ^{[2
,12
,13
]}

Petracca, Maria ^{[15
]}

Inglese, Matilde ^{[16
]}

Bianchi, Alessia ^{[2
]}

Rovira Canellas, Alex ^{[17
]}

Gallo, Antonio ^{[18
]}

Enzinger, Christian ^{[19
]}

Pinter, Daniela ^{[19
]}

Pareto, Deborah ^{[17
]}

Hogestol, Einar A. ^{[20
,21
]}

Huerga, Elena ^{[17
]}

Solana, Elisabeth ^{[22
,23
]}

Anglada, Elisenda ^{[24
]}

Gonzalez-Escamilla, Gabriel ^{[25
]}

Mado, Francesca ^{[26
]}

Nagels, Guy ^{[27
]}

Harbo, Hanne Flinstad ^{[20
,21
]}

Penner, Iris-Katharina ^{[28
,29
]}

Palace, Jacqueline ^{[30
]}

Sastre-Garriga, Jaume ^{[24
]}

Hancock, Laura ^{[31
]}

Altieri, Manuela ^{[18
]}

Pitteri, Marco ^{[32
]}

Rocca, Maria Assunta ^{[33
,34
,35
]}

Jesus Arevalo, Maria ^{[24
]}

Sormani, Maria Pia ^{[36
]}

Calabrese, Massimiliano ^{[37
]}

Filippi, Massimo ^{[33
,34
,35
,38
,39
]}

Valsasina, Paola ^{[33
]}

Galioto, Rachel ^{[31
]}

Benedict, Ralph ^{[40
]}

Menendez, Rebecca ^{[24
]}

Wiest, Roland ^{[29
]}

Llufriu, Sara ^{[22
,23
]}

Morrow, Sarah ^{[41
]}

Groppa, Sergiu ^{[25
]}

Messina, Silvia ^{[30
]}

Fuchs, Tom ^{[1
]}

Ciccarelli, Olga ^{[2
,42
]}

机构：

[1] Amsterdam UMC Locat VUmc, MS Ctr Amsterdam, Anat & Neurosci, Amsterdam Neurosci, Amsterdam, Netherlands

[2] UCL, Queen Sq Multiple Sclerosis Ctr, Dept Neuroinflammat, UCL Queen Sq Inst Neurol,Fac Brain Sci, London, England

[3] Vrije Univ Amsterdam, MS Ctr Amsterdam, Radiol & Nucl Med, Amsterdam UMC Locat VUmc,Amsterdam Neurosci, Amsterdam, Netherlands

[4] Univ Naples Federico II, Dept Adv Biomed Sci, Naples, Italy

[5] Univ Naples Federico II, Dept Elect Engn & Informat Technol, Naples, Italy

[6] Federico II Univ Naples, Dept Mol Med & Med Biotechnol, Naples, Italy

[7] Policlin Federico II Univ Hosp, Multiple Sclerosis Unit, Naples, Italy

[8] Charles Univ Prague, Fac Med 1, Dept Neurol, Prague, Czech Republic

[9] Charles Univ Prague, Fac Med 1, Ctr Clin Neurosci, Prague, Czech Republic

[10] Gen Univ Hosp Prague, Prague, Czech Republic

[11] Charles Univ Prague, Dept Radiol, Prague, Czech Republic

[12] Univ Florence, Dept NEUROFARBA, Florence, Italy

[13] Univ Florence, Sect Neurosci, Florence, Italy

[14] IRCCS Fdn Don Carlo Gnocchi, Florence, Italy

[15] Sapienza Univ Rome, Dept Human Neurosci, Rome, Italy

[16] Univ Genoa, Dept Neurosci Rehabil Ophthalmol Genet Maternal &, Genoa, Italy

[17] Vall dHebron Univ Hosp, Dept Radiol, Neuroradiol Sect, Barcelona, Spain

[18] Univ Campania Luigi Vanvitelli, Dept Adv Med & Surg Sci, Multiple Sclerosis Ctr, Naples, Italy

[19] Med Univ Graz, Dept Neurol, Graz, Austria

[20] Oslo Univ Hosp, Dept Neurol, Oslo, Norway

[21] Univ Oslo, Inst Clin Med, Oslo, Norway

[22] Hosp Clin Barcelona, Ctr Neuroimmunol, Lab Adv Imaging Neuroimmunol Dis, Inst Invest Biomed August Pi & Sunyer IDIBAPS, Barcelona, Spain

[23] Univ Barcelona, Barcelona, Spain

[24] Vall dHebron Univ Hosp, Dept Neurol, Multiple Sclerosis Ctr Catalonia Cemcat, Barcelona, Spain

[25] Johannes Gutenberg Univ Mainz, Focus Program Translat Neurosci FTN & Immunothera, Rmn2, Univ Med Ctr,Dept Neurol, Mainz, Germany

[26] Univ Palermo, Dept Biomed Neurosci & Adv Diagnost, Palermo, Italy

[27] Vrije Univ Brussel, UZ Brussel, AIMS Lab, Ctr Neurosci, Brussels, Belgium

[28] Cogito Ctr Appl Neurocognit & Neuropsychol Res, Dusseldorf, Germany

[29] Heinrich Heine Univ Dusseldorf, Fac Med, Dept Neurol, Dusseldorf, Germany

[30] Univ Oxford, Nuffield Dept Clin Neurosci, Oxford, England

[31] Cleveland Clin, Sect Neuropsychol, Ctr Gen Neurol, Cleveland, OH USA

[32] Natl Hosp Neurol & Neurosurg, Dept Neuropsychol, London, England

[33] IRCCS San Raffaele Sci Inst, Neuroimaging Res Unit, Div Neurosci, Milan, Italy

[34] IRCCS San Raffaele Sci Inst, Neurol Unit, Milan, Italy

[35] Univ Vita Salute San Raffaele, Milan, Italy

[36] Univ Genoa, Dept Hlth Sci, Genoa, Italy

[37] Univ Verona, Dept Neurosci Biomed & Movement Sci, Verona, Italy

[38] IRCCS San Raffaele Sci Inst, Neurophysiol Serv, Milan, Italy

[39] IRCCS San Raffaele Sci Inst, Neurorehabil Unit, Milan, Italy

[40] SUNY Buffalo, Dept Neurol, Buffalo, NY USA

[41] Univ Western Ontario Western, London Hlth Sci Ctr, London, ON, Canada

[42] Univ Coll London Hosp, Biomed Res Ctr, Inst Hlth Res NIHR, London, England

[43] UCL, Ctr Med Image Comp, Dept Med Phys & Biomed Engn, London, England

[44] Leiden Univ, Inst Psychol, Hlth Med & Neuropsychol Unit, Wassenaarseweg 52, Leiden, Netherlands

来源：

MULTIPLE SCLEROSIS JOURNAL | 2023年 / 29卷

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D O I：

暂无

中图分类号：

R74 [神经病学与精神病学];

学科分类号：

摘要：

O038/1711

引用

页码：24 / 27

页数：4