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Improving ALS detection and cognitive impairment stratification with attention-enhanced deep learning models

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dc.contributor.authorXia, Yuqing
dc.contributor.authorGregory, Jenna M.
dc.contributor.authorWaldron, Fergal M.
dc.contributor.authorSpence, Holly
dc.contributor.authorVallejo, Marta
dc.contributor.institutionUniversity of Aberdeen.Medical Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Neuroscienceen
dc.date.accessioned2025-10-13T10:05:01Z
dc.date.issued2025-02-27
dc.description.statusPeer revieweden
dc.format.extent13
dc.format.extent3430642
dc.identifier302597131
dc.identifiere7966d8c-3512-4015-ae84-75c661d8b6b7
dc.identifier85219645644
dc.identifier40016300
dc.identifier.citationXia, Y, Gregory, J M, Waldron, F M, Spence, H & Vallejo, M 2025, 'Improving ALS detection and cognitive impairment stratification with attention-enhanced deep learning models', Scientific Reports, vol. 15, no. 1, 7045. https://doi.org/10.1038/s41598-025-90881-9en
dc.identifier.doi10.1038/s41598-025-90881-9
dc.identifier.issn2045-2322
dc.identifier.otherORCID: /0000-0002-1628-6790/work/181279403
dc.identifier.otherORCID: /0000-0003-3337-4079/work/181281423
dc.identifier.otherORCID: /0000-0003-2622-0776/work/188340334
dc.identifier.urihttps://hdl.handle.net/2164/26209
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85219645644&partnerID=8YFLogxKen
dc.language.isoeng
dc.relation.ispartofScientific Reportsen
dc.subjectAmyotrophic lateral sclerosisen
dc.subjectAttention mechanismsen
dc.subjectCognitive impairmenten
dc.subjectTDP-43 proteinen
dc.subjectTransfer learningen
dc.subjectRC0321 Neuroscience. Biological psychiatry. Neuropsychiatryen
dc.subjectGeneralen
dc.subjectSupplementary Dataen
dc.subjectDASen
dc.subjectSupplementary Informationen
dc.subject.lccRC0321en
dc.titleImproving ALS detection and cognitive impairment stratification with attention-enhanced deep learning modelsen
dc.typeJournal articleen

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