Statistical

Denoising Scanner Effects From Multimodal MRI Data Using Linked Independent Component Analysis
Pooling magnetic resonance imaging (MRI) data across research studies, or utilizing shared data from imaging repositories, presents …
Cite DOI
Tensor Clustering on Outer-Product of Coefficient and Component Matrices of Independent Component Analysis for Reliable Functional Magnetic Resonance Imaging Data Decomposition
BACKGROUND: Stability of spatial components is frequently used as a post-hoc selection criteria for choosing the dimensionality of an …
Cite DOI
Comparison of a Non-Stationary Voxelation-Corrected Cluster-Size Test With TFCE for Group-Level MRI Inference
Two powerful methods for statistical inference on MRI brain images have been proposed recently, a non-stationary voxelation-corrected …
Cite DOI
A High-Performance 3D Cluster-Based Test of Unsmoothed fMRI Data
Cluster-size tests (CST) based on random field theory have been widely adopted in fMRI data analysis to detect brain activation. …
Cite DOI