Article
Penalized likelihood phenotyping: unifying voxelwise analyses and multi-voxel pattern analyses in neuroimaging: penalized likelihood phenotyping.
Neuroinformatics - 1 Apr 2013
Adluru Nagesh, Hanlon Bret M, Lutz Antoine, Lainhart Janet E, Alexander Andrew L, Davidson Richard J
Abstract excerpt
Neuroimage phenotyping for psychiatric and neurological disorders is performed using voxelwise analyses also known as voxel based analyses or morphometry (VBM). A typical voxelwise analysis treats measurements at each voxel (e.g., fractional anisotropy, gray matter probability) as outcome measures to study the effects of possible explanatory variables (e.g., age, group) in a linear regression setting....
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