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Ultra-fast MRI for brain-age prediction in a real-world cognitive disorders clinic.

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Title: Ultra-fast MRI for brain-age prediction in a real-world cognitive disorders clinic.
Authors: Navarro-González R; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain., de Luis-García R; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain.; Instituto de Investigación Biosanitaria de Valladolid, IBioVALL, Valladolid, Spain., Aja-Fernández S; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain.; Instituto de Investigación Biosanitaria de Valladolid, IBioVALL, Valladolid, Spain., Liu W; Research and Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Alexander DC; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom., Barkhof F; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.; Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands., Beament M; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom., Chughtai HR; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Centre for Advanced Research Computing, UCL, London, United Kingdom., Fox NC; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom., Mummery CJ; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom., Rosa-Grilo M; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom., Thomas DL; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.; Department of Translational Neuroscience and Stroke, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom., Parker GJM; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Bioxydyn Limited, Manchester, United Kingdom., Cole JH; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.
Source: Frontiers in aging neuroscience [Front Aging Neurosci] 2026 Mar 18; Vol. 18, pp. 1731909. Date of Electronic Publication: 2026 Mar 18 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101525824 Publication Model: eCollection Cited Medium: Print ISSN: 1663-4365 (Print) Linking ISSN: 16634365 NLM ISO Abbreviation: Front Aging Neurosci Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Navarro-González+R%22">Navarro-González R</searchLink>; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain.<br /><searchLink fieldCode="AU" term="%22de+Luis-García+R%22">de Luis-García R</searchLink>; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain.; Instituto de Investigación Biosanitaria de Valladolid, IBioVALL, Valladolid, Spain.<br /><searchLink fieldCode="AU" term="%22Aja-Fernández+S%22">Aja-Fernández S</searchLink>; Laboratorio de Procesado de Imagen, Universidad de Valladolid, Valladolid, Spain.; Instituto de Investigación Biosanitaria de Valladolid, IBioVALL, Valladolid, Spain.<br /><searchLink fieldCode="AU" term="%22Liu+W%22">Liu W</searchLink>; Research and Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Alexander+DC%22">Alexander DC</searchLink>; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Barkhof+F%22">Barkhof F</searchLink>; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.; Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands.<br /><searchLink fieldCode="AU" term="%22Beament+M%22">Beament M</searchLink>; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Chughtai+HR%22">Chughtai HR</searchLink>; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Centre for Advanced Research Computing, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Fox+NC%22">Fox NC</searchLink>; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Mummery+CJ%22">Mummery CJ</searchLink>; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Rosa-Grilo+M%22">Rosa-Grilo M</searchLink>; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Thomas+DL%22">Thomas DL</searchLink>; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.; Department of Translational Neuroscience and Stroke, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Parker+GJM%22">Parker GJM</searchLink>; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Bioxydyn Limited, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Cole+JH%22">Cole JH</searchLink>; Department of Computer Science, Hawkes Institute, UCL, London, United Kingdom.; Dementia Research Centre, UCL Queen Square Institute of Neurology, UCL, London, United Kingdom.
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