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Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision



Xiangde Luo , Minhao Hu , Wenjun Liao , Shuwei Zhai , Tao Song , Guotai Wang , Shaoting Zhang

* 11 pages, 4 figures,code is available: https://github.com/HiLab-git/WSL4MIS.This is a comprehensive study about scribble-supervised medical image segmentation based on the ACDC dataset 

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TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks



Fan Meng , Tao Song , Danya Xu


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Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer



Xiangde Luo , Minhao Hu , Tao Song , Guotai Wang , Shaoting Zhang

* A technical report about SSL4MIS:https://github.com/HiLab-git/SSL4MIS 

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WORD: Revisiting Organs Segmentation in the Whole Abdominal Region



Xiangde Luo , Wenjun Liao , Jianghong Xiao , Tao Song , Xiaofan Zhang , Kang Li , Guotai Wang , Shaoting Zhang

* Tech report (10pages, 4 figures and 7 tables), work is ongoing, any comments and suggestions are welcome, https://github.com/HiLab-git/WORD 

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Fast and Accurate Scene Parsing via Bi-direction Alignment Networks



Yanran Wu , Xiangtai Li , Chen Shi , Yunhai Tong , Yang Hua , Tao Song , Ruhui Ma , Haibing Guan

* accepted by ICIP-2021 

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MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning



Xiangde Luo , Guotai Wang , Tao Song , Jingyang Zhang , Michael Aertsen , Jan Deprest , Sebastien Ourselin , Tom Vercauteren , Shaoting Zhang

* 17 pages, 16 figures 

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SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching



Xiangde Luo , Tao Song , Guotai Wang , Jieneng Chen , Yinan Chen , Kang Li , Dimitris N. Metaxas , Shaoting Zhang

* An extension of this paper https://link.springer.com/chapter/10.1007/978-3-030-59725-2_53 (MICCAI2020 early accept), the first two authors contributed equally. Code: https://github.com/HiLab-git/SCPM-Net 

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Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma



Xiangde Luo , Wenjun Liao , Jieneng Chen , Tao Song , Yinan Chen , Guotai Wang , Shaoting Zhang

* 13 pages, 3 figures 

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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation



Ran Gu , Guotai Wang , Tao Song , Rui Huang , Michael Aertsen , Jan Deprest , Sébastien Ourselin , Tom Vercauteren , Shaoting Zhang


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