中国科学院计算技术研究所机构知识库

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	Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images 期刊论文 SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11 作者:  Li, Chun-Peng;  Dai, Weiwei;  Xiao, Yun-Peng;  Qi, Mengying;  Zhang, Ling-Xiao;  Gao, Lin;  Zhang, Fang-Lue;  Lai, Yu-Kun;  Liu, Chang;  Lu, Jing;  Chen, Fen;  Chen, Dan;  Shi, Shuai;  Li, Shaowei;  Zeng, Qingyan;  Chen, Yiqiang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Fungal keratitis  Image classification  Neural network  Transformer
	Two-step hierarchical neural network for classification of dry age-related macular degeneration using optical coherence tomography images 期刊论文 FRONTIERS IN MEDICINE, 2023, 卷号: 10, 页码: 12 作者:  Hu, Min;  Wu, Bin;  Lu, Di;  Xie, Jing;  Chen, Yiqiang;  Yang, Zhikuan;  Dai, Weiwei 收藏  |  浏览/下载：15/0  |  提交时间：2023/12/04 optical coherence tomography (OCT)  age-related macular degeneration (AMD)  nascent geographic atrophy (nGA)  convolutional neural network (CNN)  deep learning
	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：14/0  |  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