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CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention


Jun 20, 2022
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang

* 11 figures, Accepted by MICCAI 2022 

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Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis


Mar 07, 2022
Chengjia Wang, Guang Yang, Giorgos Papanastasiou

* 38 pages, 7 figures, will be published in Sensors journal by MDPI 

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Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images


Dec 09, 2021
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang

* 32 pages, 8 figures, Applied Soft Computing 

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Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling


Sep 05, 2020
Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris

* MICCAI-2020 MyoPS Challenge Paper 
* 13 pages, 7 figures, conference paper 

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Annealing Genetic GAN for Minority Oversampling


Aug 05, 2020
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang


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Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness


Jun 23, 2020
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang


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Learning to synthesise the ageing brain without longitudinal data


Dec 12, 2019
Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris


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Disentangle, align and fuse for multimodal and zero-shot image segmentation


Nov 12, 2019
Agisilaos Chartsias, Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris


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Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation


Jul 24, 2019
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li

* MICCAI 2019 

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