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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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Hybrid Graph Neural Networks for Crowd Counting

Jan 31, 2020
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou, Hong Cheng

* To appear in AAAI 2020 

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Dual Adversarial Learning with Attention Mechanism for Fine-grained Medical Image Synthesis

Jul 07, 2019
Dong Nie, Lei Xiang, Qian Wang, Dinggang Shen


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Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation

Jun 10, 2019
Dong Nie, Dinggang Shen


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Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation

May 21, 2019
Xuhua Ren, Lichi Zhang, Sahar Ahmad, Dong Nie, Fan Yang, Lei Xiang, Qian Wang, Dinggang Shen

* IEEE Transactions on Medical Imaging 

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Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image

Nov 09, 2017
Lei Xiang, Qian Wang, Xiyao Jin, Dong Nie, Yu Qiao, Dinggang Shen


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Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Dec 16, 2016
Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen


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