Harmonization of multi-site functional MRI data with dual-projection based ICA model

Harmonization of multi-site functional MRI data with dual-projection based ICA model

Modern neuroimaging studies frequently merge magnetic resonance imaging (MRI) data from multiple sites. A larger and more diverse group of participants can increase the statistical power, enhance the reliability and reproducibility of neuroimaging research, and obtain findings more representative of...

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Bibliographic Details
Main Authors: Huashuai Xu, Yuxing Hao, Yunge Zhang, Dongyue Zhou, Tommi Kärkkäinen, Lisa D. Nickerson, Huanjie Li, Fengyu Cong
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Neuroscience
Subjects:
multi-site
site effects
functional magnetic resonance imaging
independent component analysis
dual-projection
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1225606/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1225606/full

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