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Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 663-673
Authors:  Shen, Wei;  Zhou, Mu;  Yang, Feng;  Yu, Dongdong;  Dong, Di;  Yang, Caiyun;  Zang, Yali;  Tian, Jie;  Feng Yang, Jie Tian
View  |  Adobe PDF(1358Kb)  |  Favorite  |  View/Download:458/250  |  Submit date:2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling  
基于卷积神经网络的肺结节良恶性分类算法研究 学位论文
, 北京: 中国科学院大学, 2016
Authors:  沈伟
Adobe PDF(6798Kb)  |  Favorite  |  View/Download:479/8  |  Submit date:2016/06/23
卷积神经网络  良恶性  多尺度特征  迁移学习  
A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With F-18-FDG PET/CT 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 卷号: 62, 期号: 10, 页码: 2465-2479
Authors:  Mu, Wei;  Chen, Zhe;  Shen, Wei;  Yang, Feng;  Liang, Ying;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(1769Kb)  |  Favorite  |  View/Download:127/32  |  Submit date:2015/11/04
Cervical Tumor Segmentation  Fuzzy-c-means (Fcm)  Improved Level Set Method  Positron-emission Tomography/computed Tomography (Pet/ct) Images  
Staging of cervical cancer based on tumor heterogeneity characterized by texture features on F-18-FDG PET images 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2015, 卷号: 60, 期号: 13, 页码: 5123-5139
Authors:  Mu, Wei;  Chen, Zhe;  Liang, Ying;  Shen, Wei;  Yang, Feng;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(561Kb)  |  Favorite  |  View/Download:140/47  |  Submit date:2015/09/17
Cervical Cancer  Pet/ct Images  Tumor Segmentation  Texture Analysis  Cancer Staging  
Automatic Localization of Vertebrae Based on Convolutional Neural Networks 会议论文
SPIE, Orlando, 2015-2-21
Authors:  Shen W(沈伟);  Yang F(杨凤);  Mou W(牟玮);  Yang CY(杨彩云);  Tian J(田捷);  Tian J(田捷)
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Vertebrae Localization  Hand-crafted Features  Convolutional Neural Networks  
Multi-scale Convolutional Neural Networks for Lung Nodule Classification 会议论文
IPMI, Sabhal Mor Ostaig College on the Isle of Skye, Scotland, 2015-6
Authors:  Shen W(沈伟);  Mu Zhou;  Feng Yang;  Caiyun Yang;  Jie Tian;  Tian J(田捷)
View  |  Adobe PDF(4803Kb)  |  Favorite  |  View/Download:873/577  |  Submit date:2016/06/24
Lung Nodule Classification  Computed Tomography Imaging  Convolutional Neural Networks  Computer-aided Diagnoses