Synthesizing Contrast-enhanced Computed Tomography Images with an Improved Conditional Generative Adversarial Network

Author:

Yang Yulin1,Iwamoto Yutaro1,Chen Yen-Wei1,Xu Caie2,Chen Qingqing3,Hu Hongjie3,Han Xian-Hua4,Tong Ruofeng5,Lin Lanfen5

Affiliation:

1. College of Information Science and Engineering, Ritsumeikan University,Shiga,Japan

2. School of Information and Electronic Engineering, Zhejiang University of Science and Technology,HangZhou,China

3. School of Medicine, Sir Run Run Shaw Hospital, Zhejiang University,Department of Radiology,Hangzhou,China

4. Artificial Intelligence Research Center, Yamaguchi University,Japan

5. Research Center for Healthcare Data Science, Zhejiang Lab,Hangzhou,China

Funder

Japanese Ministry for Education, Science, Culture and Sports (MEXT)

Natural Science Foundation of Zhejiang Province

Major Scientific Research Project of Zhejiang Lab

Publisher

IEEE

Reference18 articles.

1. MR-contrast-aware image-to-image translations with generative adversarial networks;jonas;International Journal of Computer Assisted Radiology and Surgery,2021

2. Pyramid scene parsing network;hengshuang;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,0

3. A simple pooling-based design for real-time salient object detection;jiang-jiang;Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition,0

4. Image-to-image translation with conditional adversarial networks;phillip;Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition,0

5. Improved training of wasserstein gans;ishaan;ArXiv Preprint,2017

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4. Spatial Attention-Guided Generative Adversarial Network for Synthesizing Contrast-enhanced Computed Tomography Images;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

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