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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
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View/Download:47/9
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Submit date:2019/04/30
Lung Adenocarcinoma
Epidermal Growth Factor Receptor Mutation
Lung Cancer
Deep Learning
Artificial Intelligence
Health Informatics
A New Approach to Predict Progression-free Survival in Stage IV EGFR-mutant NSCLC Patients with EGFR-TKI Therapy
期刊论文
CLINICAL CANCER RESEARCH, 2018, 卷号: 24, 期号: 15, 页码: 3583-3592
Authors:
Song, Jiangdian
;
Shi, Jingyun
;
Dong, Di
;
Fang, Mengjie
;
Zhong, Wenzhao
;
Wang, Kun
;
Wu, Ning
;
Huang, Yanqi
;
Liu, Zhenyu
;
Cheng, Yue
;
Gan, Yuncui
;
Zhou, Yongzhao
;
Zhou, Ping
;
Chen, Bojiang
;
Liang, Changhong
;
Liu, Zaiyi
;
Li, Weimin
;
Tian, Jie
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View/Download:51/1
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Submit date:2018/10/10
EGFR-TKI therapy
Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer
期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 7, 页码: 2772-2778
Authors:
Zhu, Xinzhong
;
Dong, Di
;
Chen, Zhendong
;
Fang, Mengjie
;
Zhang, Liwen
;
Song, Jiangdian
;
Yu, Dongdong
;
Zang, Yali
;
Liu, Zhenyu
;
Shi, Jingyun
;
Tian, Jie
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View/Download:51/0
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Submit date:2018/10/10
Aenocarcinoma
Diagnostic Imaging
Regression Analysis
Roc Curve
Squamous Cell Carcinoma
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
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Adobe PDF(243Kb)
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View/Download:285/102
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Submit date:2016/10/28
Radiomics
Development and validation of a radiomics nomogram for progression-free survival prediction in stage IV EGFR-mutant non-small cell lung cancer
会议论文
SPIE Medical Imaging 2017, Orlando, Florida USA, 2017-02
Authors:
Song, Jiangdian
;
Zang, Yali
;
Li, Weimin
;
Zhong, Wenzhao
;
Shi, Jingyun
;
Dong, Di
;
Liu, Zaiyi
;
Tian, Jie
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Adobe PDF(98Kb)
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View/Download:259/112
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Submit date:2016/10/28
Radiomics
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
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View/Download:186/77
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Submit date:2017/05/07
Non-small Cell Lung Carcinoma
Convolutional Neural Networks
Computed Tomography
Computed-aided Diagnosis