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Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 5, 页码: 1546-1562
作者:  Qiao, Pengchong;  Li, Han;  Song, Guoli;  Han, Hu;  Gao, Zhiqiang;  Tian, Yonghong;  Liang, Yongsheng;  Li, Xi;  Zhou, S. Kevin;  Chen, Jie
收藏  |  浏览/下载:21/0  |  提交时间:2023/12/04
Lesions  Image segmentation  Computed tomography  Uncertainty  Training  Predictive models  Data models  Semi-supervised learning  lesion segmentation  unreliable pseudo labels  
L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images 期刊论文
NEUROCOMPUTING, 2019, 卷号: 349, 页码: 52-63
作者:  Guo, Song;  Li, Tao;  Kang, Hong;  Li, Ning;  Zhang, Yujun;  Wang, Kai
收藏  |  浏览/下载:313/0  |  提交时间:2019/08/16
Multi-lesion segmentation  Fundus image  Diabetic retinopathy  Class-imbalance