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GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
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:310/0  |  提交时间:2019/08/16
Multi-lesion segmentation  Fundus image  Diabetic retinopathy  Class-imbalance  
BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation 期刊论文
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2019, 卷号: 126, 页码: 105-113
作者:  Guo, Song;  Wang, Kai;  Kang, Hong;  Zhang, Yujun;  Gao, Yingqi;  Li, Tao
收藏  |  浏览/下载:266/0  |  提交时间:2019/08/16
Vessel segmentation  Fundus image  Deep supervision  Short connection