3D multi-modality medical image registration with GAN-based synthetic image augmentation

• 主要作者: Guo, Zhiwei
• 其他作者: Jagath C Rajapakse
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/152248
• 機構: Nanyang Technological University

Medical image registration is a crucial yet challenging task in medical image analysis and processing. we propose an end-to-end unsupervised multi-modality deformable image registration network with CycleGAN augmentation. The proposed method is designed for intra-subject brain MRI-CT registration. T...