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All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 页码: 10
作者:  Wang, Yixin;  Zhang, Yao;  Liu, Yang;  Tian, Jiang;  Zhong, Cheng;  Shi, Zhongchao;  Zhang, Yang;  He, Zhiqiang
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
COVID-19  CT image  Segmentation  Transfer learning  
Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文
MEDICAL PHYSICS, 2021, 页码: 14
作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping
收藏  |  浏览/下载：53/0  |  提交时间：2021/12/01
COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation  
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 67, 页码: 16
作者:  Heller, Nicholas;  Isensee, Fabian;  Maier-Hein, Klaus H.;  Hou, Xiaoshuai;  Xie, Chunmei;  Li, Fengyi;  Nan, Yang;  Mu, Guangrui;  Lin, Zhiyong;  Han, Miofei;  Yao, Guang;  Gao, Yaozong;  Zhang, Yao;  Wang, Yixin;  Hou, Feng;  Yang, Jiawei;  Xiong, Guangwei;  Tian, Jiang;  Zhong, Cheng;  Ma, Jun;  Rickman, Jack;  Dean, Joshua;  Stai, Bethany;  Tejpaul, Resha;  Oestreich, Makinna;  Blake, Paul;  Kaluzniak, Heather;  Raza, Shaneabbas;  Rosenberg, Joel;  Moore, Keenan;  Walczak, Edward;  Rengel, Zachary;  Edgerton, Zach;  Vasdev, Ranveer;  Peterson, Matthew;  McSweeney, Sean;  Peterson, Sarah;  Kalapara, Arveen;  Sathianathen, Niranjan;  Papanikolopoulos, Nikolaos;  Weight, Christopher
收藏  |  浏览/下载：49/0  |  提交时间：2021/12/01
Semantic segmentation  Computed tomography  Kidney tumor