Denoising scanner effects from multimodal MRI data using linked independent component analysis
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DOI: 10.1016/j.neuroimage.2019.116388
Abstract: Pooling magnetic resonance imaging (MRI) data across research studies, or utilizing shared data from imaging repositories, presents exceptional opportunities to advance and enhance reproducibility of neuroscience research. However, scanner confounds hinder pooling data collected on… read more here.
Keywords: independent component; scanner; linked independent; mri data ... See more keywords
Harmonizing functional connectivity reduces scanner effects in community detection
Sign Up to like & getrecommendations! Published in 2022 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2022.119198
Abstract: Community detection on graphs constructed from functional magnetic resonance imaging (fMRI) data has led to important insights into brain functional organization. Large studies of brain community structure often include images acquired on multiple scanners across… read more here.
Keywords: community; community detection; scanner effects; functional connectivity ... See more keywords