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深度学习在医学图像分割中的研究与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杨雪松
Adobe PDF(4347Kb)  |  Favorite  |  View/Download:36/0  |  Submit date:2019/07/04
医学图像分割,深度学习,卷积网络,度量学习,对抗网络,循环神经网络,协同分割  
Coupled dictionary learning for joint MR image restoration and segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
Authors:  Xuesong, Yang;  Yong, Fan
Adobe PDF(735Kb)  |  Favorite  |  View/Download:29/8  |  Submit date:2019/04/30
Feature extraction using convolutional neural networks for multi-atlas based image segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
Authors:  Xuesong, Yang;  Yong, Fan
Adobe PDF(813Kb)  |  Favorite  |  View/Download:24/4  |  Submit date:2019/04/30
Metric Learning for Multi-atlas based Segmentation of Hippocampus 期刊论文
NEUROINFORMATICS, 2017, 卷号: 15, 期号: 1, 页码: 41-50
Authors:  Zhu, Hancan;  Cheng, Hewei;  Yang, Xuesong;  Fan, Yong;  Alzheimer's Dis Neuroimaging
Favorite  |  View/Download:35/0  |  Submit date:2017/05/05
Multi-atlas Image Segmentation  Hippocampus Segmentation  Metric Learning  Label Fusion