Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites

Connectivity matrices derived from diffusion MRI (dMRI) provide an interpretable and generalizable way of understanding the human brain connectome. However, dMRI suffers from inter-site and between-scanner variation, which impedes analysis across datasets to improve robustness and reproducibility of...

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Veröffentlicht in:	ArXiv.org 2024-01
Hauptverfasser:	Xu, Hanliang, Newlin, Nancy R, Kim, Michael E, Gao, Chenyu, Kanakaraj, Praitayini, Krishnan, Aravind R, Remedios, Lucas W, Khairi, Nazirah Mohd, Pechman, Kimberly, Archer, Derek, Hohman, Timothy J, Jefferson, Angela L, Isgum, Ivana, Huo, Yuankai, Moyer, Daniel, Schilling, Kurt G, Landman, Bennett A
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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