Machine Learning-Generated Longitudinal Synthetic International Data in Multiple Sclerosis

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dc.contributor.author Iqbal, Hassam
dc.contributor.author Qiang, Zhe
dc.contributor.author Sharmin, Sifat
dc.contributor.author Ball, Gareth
dc.contributor.author Brankovic, Aida
dc.contributor.author Horakova, Dana
dc.contributor.author Kalincik, Tomas
dc.date.accessioned 2025-12-30T16:01:29Z
dc.date.available 2025-12-30T16:01:29Z
dc.date.issued 2025
dc.identifier.issn 1352-4585
dc.identifier.issn 1477-0970
dc.identifier.uri https://hdl.handle.net/20.500.14365/8511
dc.language.iso en en_US
dc.publisher Sage Publications Ltd en_US
dc.relation.ispartof Multiple Sclerosis Journal en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.title Machine Learning-Generated Longitudinal Synthetic International Data in Multiple Sclerosis en_US
dc.type Conference Object en_US
dspace.entity.type Publication
gdc.author.wosid Castillo, Tamara/Abh-4121-2020
gdc.author.wosid Boz, Cavit/V-5127-2017
gdc.author.wosid Foong, Yi/T-9822-2019
gdc.author.wosid Ramo-Tello, Cristina/N-9735-2016
gdc.author.wosid Brankovic, Aida/Gvu-4562-2022
gdc.author.wosid Willekens, Barbara/Aaw-1790-2021
gdc.author.wosid Shaygannejad, Vahid/N-3495-2018
gdc.coar.access metadata only access
gdc.coar.type text::conference output
gdc.description.department İzmir Ekonomi Üniversitesi en_US
gdc.description.departmenttemp [Iqbal, Hassam] Univ Melbourne, Royal Melbourne Hosp, Fac Med Dent & Hlth Sci, Melbourne, Australia; [Qiang, Zhe; Sharmin, Sifat] Univ Melbourne, Melbourne, Australia; [Ball, Gareth] Univ Melbourne, Murdoch Childrens Res Inst, Melbourne, Australia; [Brankovic, Aida] CSIRO, Brisbane, Qld, Australia; [Havrdova, Eva] Charles Univ Prague, Prague, Czech Republic; [Havrdova, Eva] Gen Univ Hosp, Prague, Czech Republic; [Ozakbas, Serkan] Izmir Univ Econ, Med Point Hosp, Izmir, Turkiye; [Ozakbas, Serkan] Multiple Sclerosis Res Assoc, Izmir, Turkiye; [Shaygannejad, Vahid] Isfahan Univ Med Sci, Dept Neurol, Esfahan, Iran; [Karabudak, Rana] Yeditepe Univ, Istanbul, Turkiye; [Karabudak, Rana] Kosuyolu Hosp, Clin Neuroimmunol & MS Unit, Istanbul, Turkiye; [Patti, Francesco] GF Ingrassia, Dept Med & Surg Sci & Adv Technol, Catania, Italy; [Patti, Francesco] Univ Catania, AOU Policlin G Rodolico San Marco, Multiple Sclerosis Unit, Via Santa Sofia 78, I-95123 Catania, Italy; [Zamzam, Dina] Ain Shams Univ, Cairo, Egypt; [Etemadifar, Masoud] Isfahan Univ Med Sci, Dr Etemadifar MS Inst, Esfahan, Iran; [Etemadifar, Masoud] Isfahan Univ Med Sci, Fac Med, Esfahan, Iran; [Boz, Cavit] Karadeniz Tech Univ, Fac Med, Dept Neurol, Trabzon, Turkiye; [Ayuso, Guillermo Izquierdo; Eichau, Sara] Hosp Univ Virgen Macarena, Seville, Spain; [Eichau, Sara] Univ Seville, Inst Biomed Sevilla IBIs, CSI, Seville, Spain; [Terzi, Murat] 19 Mayis Univ, Samsun, Turkiye; [Girard, Marc; Duquette, Pierre] CHUM, Montreal, PQ, Canada; [Girard, Marc; Duquette, Pierre] Univ Montreal, Montreal, PQ, Canada; [Amato, Maria Pia] Univ Florence, Dept NEUROFARBA, Florence, Italy; [Amato, Maria Pia] IRCCS Fdn Don Carlo Gnocchi, Florence, Italy; [Grand'Maison, Francois] Neuro Rive Sud, Quebec City, PQ, Canada; [Kermode, Allan] Univ Western Australia, Sir Charles Gairdner Hosp, Perron Inst Neurol & Translat Sci, QEIIMC, Nedlands, WA, Australia; [Kermode, Allan] Murdoch Univ, Personalised Med Ctr, Hlth Futures Inst, Murdoch, WA, Australia; [Kermode, Allan] Murdoch Univ, Inst Immunol & Infect Dis, Perth, Australia; [Pedrini, Marzena] Univ Western Australia, Sir Charles Gairdner Hosp, Perron Inst Neurol & Translat Sci, QEIIMC, Nedlands, WA, Australia; [Pedrini, Marzena] Murdoch Univ, Hlth Futures Inst, Personalised Med Ctr, Nedlands, WA, Australia; [Carroll, William] Univ Western Australia, Perron Inst Neurol & Translat Sci, Perth, Australia; [Yamout, Bassem I.] Harley St Med Ctr, Abu Dhabi, U Arab Emirates; [Yamout, Bassem I.] Amer Univ Beirut, Med Ctr, Abu Dhabi, U Arab Emirates; [Khoury, Samia] Amer Univ Beirut, Med Ctr, Beirut, Lebanon; [Shalaby, Nevin] Cairo Univ, Kasr Al Ainy MS Clin, Cairo, Egypt; [Blanco, Yolanda] Hosp Clin Barcelona, Barcelona, Spain; [Grammond, Pierre] 26CISSS Chaudiere Appalache, Levis, PQ, Canada; [Habek, Mario] Univ Hosp Ctr Zagreb, Zagreb, Croatia; [Turkoglu, Recai] Haydarpasa Numune Training & Res Hosp, Istanbul, Turkiye; [Buzzard, Katherine] Box Hill Hosp, Dept Neurosci, Box Hill, Vic, Australia; [Buzzard, Katherine] Monash Univ, Eastern Hlth Clin Sch, Box Hill, Vic, Australia; [Skibina, Olga] Box Hill Hosp, Dept Neurol, Melbourne, Australia; [Skibina, Olga] Monash Univ, Dept Neurosci, Eastern Hlth Clin Sch, Melbourne, Australia; [Skibina, Olga] Alfred Hosp, Dept Neurol, Melbourne, Australia; [Gerlach, O.] Zuyderland Med Ctr, Acad MS Ctr Zuyd, Dept Neurol, Sittard Geleen, Netherlands; [Gerlach, O.] Maastricht Univ, Sch Mental Hlth & Neurosci, Dept Neurol, Med Ctr, NL-6131 BK Maastricht, Netherlands; [Scott, Jeannette Lechner] Univ Newcastle Newcastle, Newcastle, NSW, Australia; [Scott, Jeannette Lechner] Hunter New England Hlth, John Hunter Hosp, Newcastle, NSW, Australia; [Maimone, Davide] Azienda Opsed Emergenza Cannizzaro, Catania, Italy; [van der Walt, Anneke; Butzkueven, Helmut] Alfred Hosp, Dept Neurol, Melbourne, Australia; [van der Walt, Anneke; Butzkueven, Helmut] Monash Univ, Dept Neurosci, Sch Translat Med, Melbourne, Australia; [Hughes, Stella] Royal Victoria Hosp, Belfast, Antrim, North Ireland; [Van Pesch, Vincent] Clin Univ St Luc, Brussels, Belgium; [Foschi, Matteo] S Maria Croci Hosp, AUSL Romagna, Ravenna, Italy; [Foschi, Matteo] Univ Aquila, Dept Biotechnol & Appl Clin Sci, Laquila, Italy; [Surcinelli, Andrea; Neri, Stefano] S Maria Croci Hosp, AUSL Romagna, Ravenna, Italy; [Gouider, Riadh; Mrabet, Saloua] Razi Univ Hosp, Tunis, Tunisia; [Gouider, Riadh; Mrabet, Saloua] Univ Tunis El Manar, Fac Med Tunis, Tunis, Tunisia; [John, Nevin A.] Monash Univ, Clayton, Vic, Australia; [John, Nevin A.] Monash Hlth, Dept Neurol, Clayton, Vic, Australia; [Barnett, Michael] Brain & Mind Ctr, Sydney, NSW, Australia; [Prevost, Julie] CSSS St Jerome, St Jerome, PQ, Canada; [Tello, Cristina Ramo] Hosp Badalona Germans Trias & Pujol, Badalona, Spain; [Guimaraes, Joana] Unidade Local Saude Sao Joao, Porto, Portugal; [Guimaraes, Joana] Univ Porto, Dept Clin Neurosci & Mental Hlth, Fac Med, Porto, Portugal; [McGuigan, Christopher] St Vincents Univ Hosp, Dublin, Ireland; [McGuigan, Christopher] Univ Coll Dublin, Sch Med, Dublin, Ireland; [Cartechini, Elisabetta] AST Macerata, Macerata, Italy; [Kuhle, Jens] Univ Hosp, Basel, Switzerland; [Kuhle, Jens] Univ Basel, Basel, Switzerland; [Spitaleri, Daniele L. A.] Azienda Osped Rilievo Nazl San Giuseppe M, Avellino, Italy; [Hodgkinson, Suzanne] UNSW, Sydney, NSW, Australia; [Cristiano, Edgardo] CEMBA, Buenos Aires, DF, Argentina; [Ampapa, Radek] Nemocnice Jihlava, Jihlava, Czech Republic; [Slee, Mark] Flinders Univ S Australia, Adelaide, SA, Australia; [Laureys, Guy] Univ Hosp Ghent, Ghent, Belgium; [McCombe, Pamela] Royal Brisbane Hosp, Brisbane, Qld, Australia; [McCombe, Pamela] Univ Queensland, Brisbane, Australia; [Taylor, Bruce; Foong, Yi Chao] Univ Tasmania, Menzies Inst Med Res, Hobart, Tas, Australia; [Foong, Yi Chao] Royal Hobart Hosp, Tasmanian Hlth Serv, Hobart, Tas, Australia; [Foong, Yi Chao] Monash Univ, Sch Translat Med, Melbourne, Vic, Australia; [de Gans, Koen] Groene Hart Ziekenhuis, Gouda, Netherlands; [Van Wijmeersch, Bart] Univ MS Ctr, Hasselt Pelt, Belgium; [Khurana, Dhiraj] Postgrad Inst Med Educ & Res, Chandigarh, India; [Lapointe, Emmanuelle] Ctr Hosp Univ Sherbrooke, Sherbrooke, PQ, Canada; [Macdonell, Richard] Austin Hlth, Melbourne, Australia; [Oh, Jiwon] St Michaels Hosp, Toronto, ON, Canada; [Gray, Orla] South Eastern HSC Trust, Belfast, Antrim, North Ireland; [Sanchez, Jose Luis] Galdakao Usansolo Univ Hosp, Osakidetza Basque Hlth Serv, Galdakao, Spain; [Gross-Paju, Katrin] West Tallinn Cent Hosp, Multiple Sclerosis Ctr, Tallinn, Estonia; [Grigoriadis, Nikolaos] AHEPA Univ Hosp, Thessaloniki, Greece; [Grigoriadis, Nikolaos] Aristotle Univ Thessaloniki, Fac Med, Thessaloniki, Greece; [Al-Asmi, Abdullah] Sultan Qaboos Univ, Al Khoud, Oman; [Castillo-Trivino, Tamara] Hosp Univ Donostia, San Sebastian, Spain; [Castillo-Trivino, Tamara] IIS Biodonostia, San Sebastian, Spain; [Al Harbi, Talal Muteb] King Fahad Specialist Hosp Dammam, King, WI, Saudi Arabia; [Rojas, Juan Ignacio] Hosp Univ CEMIC, Buenos Aires, DF, Argentina; [Baghbanian, Seyedmohammad] Mazandaran Univ Med Sci, Booalisina Hosp, Sari, Iran; [Baghbanian, Seyedmohammad] Mazandaran Univ Med Sci, Fac Med, Sari, Iran; [Shalaby, Nevin] Neuro Clin, Neurol, Cairo, Egypt; [Hardy, Todd; Vucic, Steve; Reddel, Stephen] Concord Repatriat Gen Hosp, Sydney, NSW, Australia; [Ramanathan, Sudarshini] Univ Sydney, Sydney, NSW, Australia; [Ramanathan, Sudarshini] Concord Hosp, Concord Clin Sch, Dept Neurol, Sydney, NSW, Australia; [Yammout, Bassem] Harley St Med Ctr, Abu Dhabi, U Arab Emirates; [Cambron, Melissa] Az Sint Jan Brugge, Brugge, Belgium; [Cardenas-Robledo, Simon] Hosp Univ Nacl Colombia, Bogota, Colombia; [Cardenas-Robledo, Simon] Univ Nacl Colombia, Fac Med, Dept Med Interna, Bogota, Colombia; [Isobe, Noriko] Kyushu Univ Hosp, Fukuoka, Japan; [Willekens, Barbara] Univ Antwerp Hosp, Dept Neurol, Edegem, Belgium; [Willekens, Barbara] Univ Antwerp, Vaccine & Infect Dis Inst VAXINFECTIO, Lab Expt Hematol, Fac Med & Hlth Sci, Antwerp, Belgium; [Willekens, Barbara] Univ Antwerp, Translat Neurosci Res Grp 1, Fac Med & Hlth Sci, Antwerp, Belgium; [Ferrando, Beatriz Romero] Waikato Hosp, Hamilton, New Zealand; [Field, Deborah] Lyell McEwin Hosp, Neurol, Elizabeth Vale, Australia; [Decoo, Danny] AZ Alma Ziekenhuis, Damme, Belgium; [Massey, Jennifer] St Vincents Hosp, Sydney, NSW, Australia; [Figueroa, Enrique Gomez] Civil Hosp Guadalajara, Neurol, Guadalajara, Mexico; [de Vecino, Maria Cecilia Aragon] Hosp Moinhos Vento, Multiple Sclerosis Unit, Porto Alegre, RS, Brazil; [Malpas, Charles] Univ Melbourne, Fac Med Dent & Hlth Sci, Melbourne, Australia en_US
gdc.description.endpage 1143 en_US
gdc.description.issue 3 en_US
gdc.description.publicationcategory Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 1139 en_US
gdc.description.volume 31 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
gdc.identifier.wos WOS:001603659903391
gdc.index.type WoS
gdc.wos.citedcount 0
relation.isOrgUnitOfPublication e9e77e3e-bc94-40a7-9b24-b807b2cd0319
relation.isOrgUnitOfPublication.latestForDiscovery e9e77e3e-bc94-40a7-9b24-b807b2cd0319

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