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TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging


Oct 31, 2022
Zihao Tang, Xinyi Wang, Lihaowen Zhu, Mariano Cabezas, Dongnan Liu, Michael Barnett, Weidong Cai, Chengyu Wang

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* Accepted by The 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2022) 

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Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data


Oct 10, 2022
Qianbi Yu, Dongnan Liu, Chaoyi Zhang, Xinwen Zhang, Weidong Cai

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* Accepted by The 33rd British Machine Vision Conference (BMVC) 2022 

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Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling


Jul 04, 2022
Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai

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* Early accepted by MICCAI 2022 

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MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning


May 03, 2022
Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang

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* 10 pages, 3 figures, and 7 tables 

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Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond


Mar 17, 2022
Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

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* Medical Image Analysis 2022 

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Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement


Jan 06, 2022
Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai

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* Accepted to appear in IEEE Transactions on Multimedia; source code: https://github.com/dliu5812/DDF 

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3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis


Dec 17, 2021
Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai

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* Technical Report 

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DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis


Sep 13, 2021
Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai

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