Harmonizing Inter-Site Differences in T1-Weighted Images Using CycleGAN
Masaaki Shimizu, Yuichi Yamashita, Hiroyuki Yamaguchi, Naoya Oishi, Hidehiko Takahashi, Genichi Sugihara
This paper compares CycleGAN and ComBat for harmonizing T1-weighted MRI images across sites, finding CycleGAN preserves image quality better with minimal preprocessing.
bioRxiv · Apr 7, 2025 · PreprintNeuroscience