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

Xia, YuqingGregory, Jenna M.Waldron, Fergal M.Spence, HollyVallejo, Marta2025-10-132025-02-27Xia, 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/s41598-025-90881-92045-2322ORCID: /0000-0002-1628-6790/work/181279403ORCID: /0000-0003-3337-4079/work/181281423ORCID: /0000-0003-2622-0776/work/188340334https://hdl.handle.net/2164/26209133430642engAmyotrophic lateral sclerosisAttention mechanismsCognitive impairmentTDP-43 proteinTransfer learningRC0321 Neuroscience. Biological psychiatry. NeuropsychiatryGeneralSupplementary DataDASSupplementary InformationRC0321Improving ALS detection and cognitive impairment stratification with attention-enhanced deep learning modelsJournal article10.1038/s41598-025-90881-9http://www.scopus.com/inward/record.url?scp=85219645644&partnerID=8YFLogxK