Predictive models for patients with lung carcinomas to identify EGFR mutation status via an artificial neural network based on multiple clinical information

被引:0
作者
Xiaoyi Qin
Hailong Wang
Xiang Hu
Xiaolong Gu
Wei Zhou
机构
[1] The First Affiliated Hospital of Wenzhou Medical University,Department of Hematology
[2] Wenzhou Medical University,Department of Endocrinology
[3] The First Affiliated Hospital of Wenzhou Medical University,Department of Pneumology
[4] Ningbo Yinzhou NO.2 Hospital,Department of Intensive Care Unit
[5] The First Affiliated Hospital of Wenzhou Medical University,undefined
来源
Journal of Cancer Research and Clinical Oncology | 2020年 / 146卷
关键词
Artificial neural network; Computed tomography; Epidermal growth factor receptor; Lung carcinoma; Predictive model;
D O I
暂无
中图分类号
学科分类号
摘要
引用
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页码:767 / 775
页数:8
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[1]  
Bray F(2018)Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries CA Cancer J Clin 68 394-424
[2]  
Ferlay J(1963)The effect of bronchitis, smoking, and occupation on ventilation Am Rev Respir Dis 87 684-693
[3]  
Soerjomataram I(2016)Relationship between serum carcinoembryonic antigen level and epidermal growth factor receptor mutations with the influence on the prognosis of non-small-cell lung cancer patients Oncol Targets Ther 9 3873-3878
[4]  
Brinkman GL(2016)Correlation between EGFR gene mutation, cytologic tumor markers, 18F-FDG uptake in non-small cell lung cancer BMC Cancer 16 224-1079
[5]  
Coates EO(1995)Introduction to neural networks Lancet 346 1075-888
[6]  
Cai Z(2010)Preoperative prediction of hepatocellular carcinoma tumour grade and micro-vascular invasion by means of artificial neural network: a pilot study J Hepatol 52 880-123
[7]  
Cho A(2017)Predicting risk for portal vein thrombosis in acute pancreatitis patients: a comparison of radical basis function artificial neural network and logistic regression models J Crit Care 39 115-1020
[8]  
Hur J(2009)Personalized medicine and inhibition of EGFR signaling in lung cancer N Engl J Med 361 1018-577
[9]  
Moon YW(2016)Radiomics: images are more than pictures, they are data Radiology 278 563-731
[10]  
Cross SS(2018)Value of combining serum carcinoembryonic antigen and PET/CT in predicting EGFR mutation in non-small cell lung cancer J Thorac Dis 10 723-3668