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: yaeger l.
Brain Imaging Behav. 2024 Oct;18(5):1310-1322. doi: 10.1007/s11682-024-00902-w. Epub 2024 Jul 31.
Brain Imaging Behav. 2024.
PMID: 39083144
Free PMC article.
Review.