Table 1:

Preprocessing and features of multimodal MR imaging

TechniquePreprocessing PipelineMain Preprocessing StepsFeatures after PreprocessingROI No.
T1-sMRI (volume)Voxel-based morphometryDenoising, bias cleaning, affine registration, segmentation, spatial normalization, volume modulation, smoothingGM volume166
WM volume166
CSF volume166
T1-sMRI (surface)Surface-based morphometrySurface reconstruction, cortical parcellation, spatial normalization, smoothingCortical thickness68
Gyrification index68
Fractal dimension68
Sulcus depth68
Rs-fMRIDPARSF standard preprocessing pipelineTime point removal, section timing, realignment, affine registration, nuisance regression, head motion correction, spatial normalization, metric calculation, smoothingfALFF166
Regional homogeneity166
DC166
ASLCBF quantification pipelineCoregistration, CBF calculation, partial volume correction, spatial normalization, whole-brain normalization, smoothingCBF166
  • Note:—DPARSF indicates Data Processing Assistant for Resting-State fMRI (Matlab); sMRI, structural MR imaging.