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Longitudinal modeling of Post-COVID-19 condition over three years: A machine learning approach using clinical, neuropsychological, and fluid markers.

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Title: Longitudinal modeling of Post-COVID-19 condition over three years: A machine learning approach using clinical, neuropsychological, and fluid markers.
Authors: Walders J; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany., Wetz S; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany., Costa AS; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany., Hofmann A; German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany.; Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University Hospital Tübingen, 72076, Tübingen, Germany., Schulz JB; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany., Reetz K; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany. kreetz@ukaachen.de.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany. kreetz@ukaachen.de., Dadsena R; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany.
Source: Scientific reports [Sci Rep] 2026 Feb 14; Vol. 16 (1), pp. 6517. Date of Electronic Publication: 2026 Feb 14.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Walders+J%22">Walders J</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Wetz+S%22">Wetz S</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Costa+AS%22">Costa AS</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Hofmann+A%22">Hofmann A</searchLink>; German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany.; Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University Hospital Tübingen, 72076, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Schulz+JB%22">Schulz JB</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Reetz+K%22">Reetz K</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany. kreetz@ukaachen.de.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany. kreetz@ukaachen.de.<br /><searchLink fieldCode="AU" term="%22Dadsena+R%22">Dadsena R</searchLink>; Department of Neurology, RWTH Aachen University, Pauwelsstraße 30, 52074, Aachen, Germany.; JARA Brain Institute Molecular Neuroscience and Neuroimaging (INM-11), Research Centre Jülich and RWTH Aachen University, 52056, Aachen, Germany.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 14; Vol. 16 (1), pp. 6517. <i>Date of Electronic Publication: </i>2026 Feb 14.
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