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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.


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