FEMA: Fast and efficient mixed‐effects algorithm for large sample whole‐brain imaging data - Parekh, Pravesh; Fan, Chun Chieh; Frei, Oleksandr; Palmer, Clare E.; Smith, Diana M.; Makowski, Carolina; Iversen, John R.; Pecheva, Diliana; Holland, Dominic; Loughnan, Robert; Nedelec, Pierre; Thompson, Wesley K.; et al. (Human brain mapping, 2024)
Keywords: ABCD; Adolescents; Age factors; Algorithms; Brain; Cognitive ability; Computational neuroscience; Functional magnetic resonance imaging; longitudinal analysis; Maximum likelihood estimates; Medical imaging; mixed models; Neural networks; Neuroimaging; Parameter estimation; Source code; Sparsity; Spatial analysis; Thickness; Variables; vertex‐wise; voxel‐wise; whole brain; longitudinal analysis; mixed models; ABCD; voxel-wise; whole brain; vertex-wise