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Non-invasive radiomics approach potentially predicts non-functioning pituitary adenomas subtypes before surgery 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 9, 页码: 3692-3701
Authors:  Zhang, Shuaitong;  Song, Guidong;  Zang, Yali;  Jia, Jian;  Wang, Chao;  Li, Chuzhong;  Tian, Jie;  Dong, Di;  Zhang, Yazhuo
Favorite  |  View/Download:38/0  |  Submit date:2018/10/10
Non-functioning Pituitary Adenomas  Null Cell Adenomas  Radiomics  Support Vector Machine  Nomograms  
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 43, 期号: 43, 页码: 98-111
Authors:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
View  |  Adobe PDF(1963Kb)  |  Favorite  |  View/Download:54/12  |  Submit date:2018/01/04
Brain Tumor Segmentation  Fully Convolutional Neural Networks  Conditional Random Fields  Deep Learning