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Multi-atlas label fusion with random local binary pattern features: Application to hippocampus segmentation 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 14
作者:  Zhu, Hancan;  Tang, Zhenyu;  Cheng, Hewei;  Wu, Yihong;  Fan, Yong
收藏  |  浏览/下载:264/0  |  提交时间:2020/03/30
Integrating Semi-supervised and Supervised Learning Methods for Label Fusion in Multi-Atlas Based Image Segmentation 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 页码: 11
作者:  Zheng, Qiang;  Wu, Yihong;  Fan, Yong
收藏  |  浏览/下载:237/0  |  提交时间:2019/12/16
multi-atlas  image segmentation  hippocampus  random forests  label propagation  
3D Brain Tumor Segmentation Through Integrating Multiple 2D FCNNs 会议论文
, Quebec City, QC, Canada, 2017-09
作者:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
浏览  |  Adobe PDF(1411Kb)  |  收藏  |  浏览/下载:246/63  |  提交时间:2020/05/07
Brain Tumor Segmentation  Fully Convolutional Neural Networks  3d Conditional Random Fields  Multi-views  
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: -, 页码: 98-111
作者:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
浏览  |  Adobe PDF(1963Kb)  |  收藏  |  浏览/下载:409/121  |  提交时间:2018/01/04
Brain Tumor Segmentation  Fully Convolutional Neural Networks  Conditional Random Fields  Deep Learning  
Groupwise registration of MR brain images with tumors 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2017, 卷号: 62, 期号: 17, 页码: 8853-8868
作者:  Tang, Zhenyu;  Wu, Yihong;  Fan, Yong
浏览  |  Adobe PDF(3577Kb)  |  收藏  |  浏览/下载:324/90  |  提交时间:2018/01/04
Groupwise Image Registration  Image Inpainting  Brain Tumor Images  
Brain Tumor Segmentation Using a Fully Convolutional Neural Network with Conditional Random Fields 会议论文
, Athens, Greece, 2016-10
作者:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Fan, Yong;  Zhang, Yazhuo
浏览  |  Adobe PDF(1784Kb)  |  收藏  |  浏览/下载:234/58  |  提交时间:2020/05/07
Brain Tumor Segmentation  Magnetic Resonance Image  Fully Convolutional Neural Network  Conditional Random Fields  Recurrent Neural Network