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Brain Age Estimation on T2-FLAIR Scans for Application to Multiple Sclerosis.

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Title: Brain Age Estimation on T2-FLAIR Scans for Application to Multiple Sclerosis.
Authors: Colman J; UCL Hawkes Institute, University College London, London, UK.; Department of Neuroradiology, King's College Hospital, London, UK., Pontillo G; UCL Hawkes Institute, University College London, London, UK.; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK.; MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, Amsterdam, the Netherlands.; Department of Advanced Biomedical Sciences, University of Naples 'Federico II', Naples, Italy., Goodkin O; UCL Hawkes Institute, University College London, London, UK.; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK.; Bayer Plc, Reading, UK., Foster MA; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK., Mahmoudi N; Department of Neuroradiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, Berlin, Germany., Wattjes MP; Department of Neuroradiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, Berlin, Germany., Brunetti A; Department of Advanced Biomedical Sciences, University of Naples 'Federico II', Naples, Italy., Gonzalez-Escamilla G; Movement Disorders, Neurostimulation and Neuroimaging, University Medicine Mainz, Mainz, Germany., Groppa S; Movement Disorders, Neurostimulation and Neuroimaging, University Medicine Mainz, Mainz, Germany., Høgestøl EA; Department of Neurology, Oslo University Hospital, Oslo, Norway.; Department of Psychology, University of Oslo, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway., Westlye LT; Department of Psychology, University of Oslo, Oslo, Norway., Messina S; Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK., Palace J; Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK., 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., Rovira À; Section of Neuroradiology, Department of Radiology, Hospital Universitari Vall D'hebron, Barcelona, Spain., Sastre-Garriga J; Section of Neuroradiology, Department of Radiology, Hospital Universitari Vall D'hebron, Barcelona, Spain., Ropele S; Department of Neurology, Medical University of Graz, Graz, Austria., Enzinger C; Department of Neurology, Medical University of Graz, Graz, Austria., Rocca MA; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy., Filippi M; Vita-Salute San Raffaele University, Milan, Italy.; Neurology Unit, Neurorehabilitation Unit, Neurophysiology Service, and Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Bellenberg B; Institute of Neuroradiology, St. Josef Hospital, Ruhr-University Bochum, Bochum, Germany., Lukas C; Institute of Neuroradiology, St. Josef Hospital, Ruhr-University Bochum, Bochum, Germany.; Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany., Calabrese M; Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy., Castellaro M; Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.; Department of Information Engineering, University of Padova, Padova, Italy., Uher T; Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic., Vaneckova M; Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic., Toosy A; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK., Ciccarelli O; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK.; MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, Amsterdam, the Netherlands., Yousry T; Lysholm Department of Neuroradiology, UCLH National Hospital for Neurology and Neurosurgery, London, UK., Prados F; UCL Hawkes Institute, University College London, London, UK.; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK.; E-Health Center, Universitat Oberta de Catalunya, Barcelona, Spain., Barkhof F; UCL Hawkes Institute, University College London, London, UK.; Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK.; MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, Amsterdam, the Netherlands.; Dementia Research Centre, UCL Queen Square Institute of Neurology, London, UK., Cole JH; UCL Hawkes Institute, University College London, London, UK.; Dementia Research Centre, UCL Queen Square Institute of Neurology, London, UK.
Corporate Authors: MAGNIMS Study Group
Source: Human brain mapping [Hum Brain Mapp] 2026 Apr 01; Vol. 47 (5), pp. e70425.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 9419065 Publication Model: Print 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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Description
ISSN:1097-0193
DOI:10.1002/hbm.70425