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A tissue recovery-based brain tumor image registration method
Nan Fang Yi Ke Da Xue Xue Bao. 2021 Feb 25;41(2):292-298. doi: 10.12122/j.issn.1673-4254.2021.02.19.ABSTRACTWe propose an algorithm for registration between brain tumor images and normal brain images based on tissue recovery. U-Net is first used in BraTS2018 dataset to segment the brain tumors, and PConv-Net is then used to simulate the generation of missing normal tissues in the tumor region to replace the tumor region. Finally, the normal brain image is registered to the tissue recovery brain image. We evaluated the effectiveness of this method by comparing the registration results of the repaired image and the tumor ima...
Source: Journal of Southern Medical University - February 24, 2021 Category: Universities & Medical Training Authors: Z Liu T Zhong X Cao Y Zhang Source Type: research
