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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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BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation

Jul 01, 2021
Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

* MICCAI2021 

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Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

Apr 20, 2021
Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang

* 12 pages, 5 Figures 

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BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture

Jul 06, 2020
Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai

* 10 pages, 4 figures, MICCAI2020 

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Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting

May 05, 2020
Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai

* Accepted by CVPR2020 

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Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images

Feb 15, 2020
Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai

* 13 pages, 10 figures 

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