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A Machine Learning Model to Harmonize Volumetric Brain MRI Data for Quantitative Neuroradiological Assessment of Alzheimer Disease.
Archetti D, Venkatraghavan V, Weiss B, Bourgeat P, Auer T, Vidnyánszky Z, Durrleman S, van der Flier WM, Barkhof F, Alexander DC, Altmann A, Redolfi A, Tijms BM, Oxtoby NP; Australian Imaging Biomarkers and Lifestyle Study; Alzheimer’s Disease Neuroimaging Initiative; E-DADS Consortium. Archetti D, et al. Among authors: alexander dc. Radiol Artif Intell. 2024 Dec 18:e240030. doi: 10.1148/ryai.240030. Online ahead of print. Radiol Artif Intell. 2024. PMID: 39692594
Multi-study validation of data-driven disease progression models to characterize evolution of biomarkers in Alzheimer's disease.
Archetti D, Ingala S, Venkatraghavan V, Wottschel V, Young AL, Bellio M, Bron EE, Klein S, Barkhof F, Alexander DC, Oxtoby NP, Frisoni GB, Redolfi A; Alzheimer's Disease Neuroimaging Initiative; for EuroPOND Consortium. Archetti D, et al. Among authors: alexander dc. Neuroimage Clin. 2019;24:101954. doi: 10.1016/j.nicl.2019.101954. Epub 2019 Jul 23. Neuroimage Clin. 2019. PMID: 31362149 Free PMC article.
Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease.
Archetti D, Young AL, Oxtoby NP, Ferreira D, Mårtensson G, Westman E, Alexander DC, Frisoni GB, Redolfi A; for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Consortium. Archetti D, et al. Among authors: alexander dc. Front Big Data. 2021 May 20;4:661110. doi: 10.3389/fdata.2021.661110. eCollection 2021. Front Big Data. 2021. PMID: 34095821 Free PMC article.
A data-driven model of biomarker changes in sporadic Alzheimer's disease.
Young AL, Oxtoby NP, Daga P, Cash DM, Fox NC, Ourselin S, Schott JM, Alexander DC; Alzheimer’s Disease Neuroimaging Initiative. Young AL, et al. Among authors: alexander dc. Brain. 2014 Sep;137(Pt 9):2564-77. doi: 10.1093/brain/awu176. Epub 2014 Jul 9. Brain. 2014. PMID: 25012224 Free PMC article.
Imaging plus X: multimodal models of neurodegenerative disease.
Oxtoby NP, Alexander DC; EuroPOND consortium. Oxtoby NP, et al. Among authors: alexander dc. Curr Opin Neurol. 2017 Aug;30(4):371-379. doi: 10.1097/WCO.0000000000000460. Curr Opin Neurol. 2017. PMID: 28520598 Free PMC article. Review.
441 results