A deep learning-based multisite neuroimage harmonization framework established with a traveling-subject dataset

A deep learning-based multisite neuroimage harmonization framework established with a traveling-subject dataset

The accumulation of multisite large-sample MRI datasets collected during large brain research projects in the last decade has provided critical resources for understanding the neurobiological mechanisms underlying cognitive functions and brain disorders. However, the significant site effects observe...

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Bibliographic Details
Main Authors: Dezheng Tian, Zilong Zeng, Xiaoyi Sun, Qiqi Tong, Huanjie Li, Hongjian He, Jia-Hong Gao, Yong He, Mingrui Xia
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:NeuroImage
Subjects:
Big data
Machine learning
Multicenter
Gray matter
Convolutional network
Site effect
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922004165

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http://www.sciencedirect.com/science/article/pii/S1053811922004165

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