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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 …
Guoqiang Hu
,
Qing Zhang
,
Abigail Waters
,
Huanjie Li
,
Chi Zhang
,
Jianlin Wu
,
Fengyu Cong
,
Lisa Nickerson
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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 …
Huanjie Li
,
Lisa Nickerson
,
Thomas Nichols
,
Jia-Hong Gao
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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. …
Huanjie Li
,
Lisa Nickerson
,
Jinhu Xiong
,
Qihong Zou
,
Yang Fan
,
Yajun Ma
,
Tingqi Shi
,
Jianqiao Ge
,
Jia-Hong Gao
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DOI
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