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Development and validation of a radiomics nomogram for progression-free survival prediction in stage IV EGFR-mutant non-small cell lung cancer
Song, Jiangdian1,2; Zang, Yali2; Li, Weimin3; Zhong, Wenzhao4; Shi, Jingyun6; Dong, Di2; Liu, Zaiyi5; Tian, Jie2
2017
会议名称SPIE Medical Imaging
会议录名称SPIE Medical Imaging 2017
会议日期2017-02
会议地点Orlando, Florida USA
摘要Accurately predict the risk of disease progression and benefit of tyrosine kinase inhibitors (TKIs) therapy for stage IV non-small cell lung cancer (NSCLC) patients with activing epidermal growth factor receptor (EGFR) mutations by current staging methods are challenge. We postulated that integrating a classifier consisted of multiple computed tomography (CT) phenotypic features, and other clinicopathological risk factors into a single model could improve risk stratification and prediction of progression-free survival (PFS) of EGFR TKIs for these patients.
关键词Radiomics
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/12494
专题中国科学院分子影像重点实验室
通讯作者Zang, Yali; Tian, Jie
作者单位1.Sino-Dutch Biomedical and Information Engineering School, Northeastern University
2.Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences
3.West China Hospital, Chengdu, 610041, China
4.Guangdong Lung Cancer Institute, Guangdong Academy of Medical Sciences
5.Department of radiology, Guangdong General Hospital
6.Department of radiology, Shanghai Pulmonary Hospital
推荐引用方式
GB/T 7714
Song, Jiangdian,Zang, Yali,Li, Weimin,et al. Development and validation of a radiomics nomogram for progression-free survival prediction in stage IV EGFR-mutant non-small cell lung cancer[C],2017.
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