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Synthesizing CT images from MR images with deep learning: model generalization for different datasets through transfer learning.

Wen LiSamaneh KazemifarTi BaiDan NguyenYaochung WengYafen LiJun XiaJing XiongYaoqin XieAmir M OwrangiSteve B Jiang
Published in: Biomedical physics & engineering express (2021)
This work indicates high generalization ability to generate synthetic CT images from small training datasets of MR images using pre-trained CycleGAN. The quantitative results of the test data, including different scanning protocols and different acquisition centers, indicated the proof of this concept.
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