In this issue, vol. 26, issue 1, January 2022,15 papersare published related to the Special Issue onGenerative Adversarial Networks in Biomedical Image Computing.Please click here to view them, with link in IEEE XPLORE.
- A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation
Zhang, Ruixuan; Lu, Wenhuan; Wei, Xi; Zhu, Jialin; Jiang, Han; Liu, Zhiqiang; Gao, Jie; Li, Xuewei; Yu, Jian; Yu, Mei; Yu, Ruiguo - Multi-modal MRI Image Synthesis via GAN with Multi-scale Gate Mergence
Zhan, Bo; Li, Di; Wu, Xi; Zhou, jiliu; Wang, Yan - Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement
Peng, Bo; Liu, Bingzheng; Bin, Yi; Shen, Lili; Lei, Jianjun - Task-induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimers disease
Gao, Xingyu; Shi, Feng; Shen, Dinggang; Liu, Manhua - Explainable Diabetic Retinopathy Detection and Retinal Image Generation
Niu, Yuhao; Gu, Lin; Zhao, Yitian; Lu, Feng - DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images
Zhou, Yi; Wang, Boyang; He, Xiaodong; Cui, Shanshan; Shao, Ling - Constraint-based Unsupervised Domain Adaptation network for Multi-Modality Cardiac Image Segmentation
Du, Xiuquan; Liu, Yueguo - Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation
Li, Jun; Feng, Chaolu; Lin, Xiaozhu; Qian, Xiaohua - Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation
Lei, Haijun; Liu, Weixin; Xie, Hai; Zhao, Benjian; Yue, Guanghui; Lei, Baiying - JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentation on Unbalanced Atrial Targets
Chen, Jun; Yang, Guang; Khan, Habib; Zhang, Heye; Zhang, Yanping; Zhao, Shu; Mohiaddin, Raad; Wong, Tom; Firmin, David; Keegan, Jennifer - Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs
Zhang, Ziyue; Ji, Zexuan; Chen, Qiang; Fan, Wen; Yuan, Songtao - Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translation
Sharan, Lalith; Romano, Gabriele; Koehler, Sven; Kelm, Halvar; Karck, Matthias; De Simone, Raffaele; Engelhardt, Sandy - Speckle Noise Reduction for OCT Images based on Image Style Transfer and Conditional GAN
Zhou, Yi; Yu, Kai; Wang, Meng; Ma, Yuhui; Peng, Yuanyuan; Chen, Zhongyue; Zhu, Weifang; Shi, Fei; Chen, Xinjian - DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-stage Generative Adversarial Networks
Tian, Sukun; Wang, Miaohui; Dai, Ning; Ma, Haifeng; Li, Linlin; Fiorenza, Luca; Sun, Yuchun; Li, Yangmin - Acoustic simulation for transcranial focused ultrasound using GAN-based synthetic CT
Koh, Heekyung; Park, Tae Young; Chung, Yong An; Lee, Jong-Hwan; Kim, Hyungmin