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Development and validation of a prognostic index for efficacy evaluation and prognosis of first-line chemotherapy in stage III-IV lung squamous cell carcinoma 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 5, 页码: 2388-2398
Authors:  Song, Jiangdian;  Tian, Jie;  Zhang, Lina;  Qu, Xiujuan;  Qian, Wei;  Zheng, Bin;  Zhang, Lina;  Zhao, Jia;  Niu, Meng;  Zhou, Mu;  Cui, Lei;  Liu, Yunpeng;  Zhao, Mingfang
Favorite  |  View/Download:17/0  |  Submit date:2019/07/12
Biomarkers  Tumor  Carcinoma  Squamous cell  Prognosis  
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning 期刊论文
European Respiratory Journal, 2019, 期号: 53, 页码: 1800986
Authors:  Wang, Shuo;  Shi, Jingyun;  Ye, Zhaoxiang;  Dong, Di;  Yu, Dongdong;  Zhou, Mu;  Liu, Ying;  Gevaert, Olivier;  Wang, Kun;  Zhu, Yongbei;  Zhou, Hongyu;  Liu, Zhenyu;  Tian, Jie
View  |  Adobe PDF(743Kb)  |  Favorite  |  View/Download:47/9  |  Submit date:2019/04/30
Lung Adenocarcinoma  Epidermal Growth Factor Receptor Mutation  Lung Cancer  Deep Learning  Artificial Intelligence  Health Informatics  
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas 期刊论文
JOURNAL OF NEURO-ONCOLOGY, 2018, 卷号: 140, 期号: 2, 页码: 297-306
Authors:  Han, Yuqi;  Xie, Zhen;  Zang, Yali;  Zhang, Shuaitong;  Gu, Dongsheng;  Zhou, Mu;  Gevaert, Olivier;  Wei, Jingwei;  Li, Chao;  Chen, Hongyan;  Du, Jiang;  Liu, Zhenyu;  Dong, Di;  Tian, Jie;  Zhou, Dabiao
Favorite  |  View/Download:9/0  |  Submit date:2019/07/12
Lower-grade glioma  1p  19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
Authors:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
View  |  Adobe PDF(3023Kb)  |  Favorite  |  View/Download:200/128  |  Submit date:2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
A Multi-view Deep Convolutional Neural Networks for Lung Nodule Segmentation 会议论文
, Jeju Island, Korea, 2017-7
Authors:  Wang, Shuo;  Zhou, Mu;  Gevaert, Olivier;  Tang, Zhenchao;  Dong, Di;  Liu, Zhenyu;  Tian, Jie
View  |  Adobe PDF(962Kb)  |  Favorite  |  View/Download:56/34  |  Submit date:2019/04/30
Developing a Radiomics Framework for Classifying Non-Small Cell Lung Carcinoma Subtypes 会议论文
SPIE Medical Imaging 2017, Orlando, Florida USA, 2017-02
Authors:  Yu, Dongdong;  Zang, Yali;  Dong, Di;  Zhou, Mu;  Gevaert, Olivier;  Shi, Jingyun;  Tian, Jie
View  |  Adobe PDF(243Kb)  |  Favorite  |  View/Download:285/102  |  Submit date:2016/10/28
Radiomics  
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:516/286  |  Submit date:2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling  
CONVOLUTIONAL NEURAL NETWORKS FOR PREDICTING MOLECULAR PROFILES OF NON-SMALL CELL LUNG CANCER 会议论文
IEEE International Symposium on Biomedical Imaging. 2017., 澳大利亚墨尔本, 2017.04.17-2017.04.22
Authors:  Dongdong,Yu;  Mu,Zhou;  Feng,Yang;  Di,Dong;  Olivier,Gevaert;  Zaiyi,Liu;  Jingyun,Shi;  Jie,Tian
View  |  Adobe PDF(863Kb)  |  Favorite  |  View/Download:185/77  |  Submit date:2017/05/07
Non-small Cell Lung Carcinoma  Convolutional Neural Networks  Computed Tomography  Computed-aided Diagnosis  
Towards Machine Translation in Semantic Vector Space 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2015, 卷号: 14, 期号: 2, 页码: 26
Authors:  Jiajun Zhang;  Shujie Liu;  Mu Li;  Ming Zhou;  Chengqing Zong
View  |  Adobe PDF(1375Kb)  |  Favorite  |  View/Download:40/7  |  Submit date:2018/01/05
Statistical Machine Translation  Recursive Neural Network  Semantic Meaning Distance  Vector Embedding Space  Max-margin Training  
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:992/659  |  Submit date:2016/06/24
Lung Nodule Classification  Computed Tomography Imaging  Convolutional Neural Networks  Computer-aided Diagnoses