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Evolution of white matter hyperintensity segmentation methods and implementation over the past two decades; an incomplete shift towards deep learning.
Rahmani M, Dierker D, Yaeger L, Saykin A, Luckett PH, Vlassenko AG, Owens C, Jafri H, Womack K, Fripp J, Xia Y, Tosun D, Benzinger TLS, Masters CL, Lee JM, Morris JC, Goyal MS, Strain JF; ADOPIC, ADNI Investigators; Kukull W, Weiner M; Biostats, Database and Bioinformatics; Burnham S, CoxDoecke TJ, Fedyashov V, Fripp J, Shishegar R, Xiong C, Marcus D, Raniga P, Li S; Cognition; Aschenbrenner A, Hassenstab J, Lim YY, Maruff P, Sohrabi H, Robertson J, Markovic S; Imaging; Bourgeat P, Doré V, Mayo CJ, Mussoumzadeh P, Rowe C, Villemagne V; CSF and Blood; Bateman R, Fowler C, Li QX, Martins R, Schindler S, Shaw L; Genetics; Cruchaga C, Harari O, Laws S, Porter T, O'Brien E; Neuropathology; Perrin R; NACC; Kukull W; DIAN; Bateman R, McDade E; Cerebrovascular Disease (CVD) Risk; Jack C, Morris J, Yassi N; Hippocampal Sclerosis (HS-TDP43) Risk; Bourgeat P, Perrin R, Roberts B, Villemagne V; Artificial Intelligence and Machine Learning; Fedyashov V, Goudey B. Rahmani M, et al. Among authors: fedyashov v. Brain Imaging Behav. 2024 Jul 31. doi: 10.1007/s11682-024-00902-w. Online ahead of print. Brain Imaging Behav. 2024. PMID: 39083144 Review.
The dawn of robust individualised risk models for dementia.
Burnham SC, Loi SM, Doecke J, Fedyashov V, Dore V, Villemagne VL, Masters CL. Burnham SC, et al. Among authors: fedyashov v. Lancet Neurol. 2019 Nov;18(11):985-987. doi: 10.1016/S1474-4422(19)30353-9. Epub 2019 Sep 13. Lancet Neurol. 2019. PMID: 31526626 No abstract available.