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HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation

May 23, 2020
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen

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Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia

May 20, 2020
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen

* accepted by IEEE Transactions on Medical Imaging, 2020 

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Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images

Feb 06, 2019
Dongming Wei, Zhengwang Wu, Gang Li, Xiaohuan Cao, Dinggang Shen, Qian Wang

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Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity

Apr 28, 2018
Xiaohuan Cao, Jianhua Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen

* 8 pages, 4 figures 

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BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks

Feb 13, 2018
Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen

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