Radiomics Analysis of PET and CT Components of PET/CT Imaging Integrated with Clinical Parameters: Application to Prognosis for Nasopharyngeal Carcinoma

被引:0
作者
Wenbing Lv
Qingyu Yuan
Quanshi Wang
Jianhua Ma
Qianjin Feng
Wufan Chen
Arman Rahmim
Lijun Lu
机构
[1] Southern Medical University,School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing
[2] Southern Medical University,Nanfang PET Center, Nanfang Hospital
[3] Johns Hopkins University,Department of Radiology
[4] University of British Columbia,Departments of Radiology and Physics & Astronomy
来源
Molecular Imaging and Biology | 2019年 / 21卷
关键词
Radiomics; Clinical parameter; Prognosis; [; F]FDG PET/CT; Nasopharyngeal carcinoma;
D O I
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中图分类号
学科分类号
摘要
引用
收藏
页码:954 / 964
页数:10
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[11]  
Sze WK(2012)F-FDG PET parameters in patients with advanced nasopharyngeal carcinoma: predictive role for different survival endpoints and impact on prognostic stratification J Nucl Med 53 21-28
[12]  
Au GKH(2015)Prognostic significance of Clin Cancer Res 21 249-257
[13]  
Law SCK(2012)F-FDG PET parameters and plasma Epstein-Barr virus DNA load in patients with nasopharyngeal carcinoma AJR Am J Roentgenol 199 169-174
[14]  
O'Sullivan B(2013)Imaging intratumor heterogeneity: role in therapy response, resistance, and clinical outcome J Nucl Med 54 1703-1709
[15]  
Yau TK(2018)Nasopharyngeal carcinoma: investigation of intratumoral heterogeneity with FDG PET/CT Eur Radiol 28 428-436
[16]  
Leung TW(2016)Textural features of pretreatment Expert Rev Precis Med Drug Dev 1 207-226
[17]  
Au JSK(2018)F-FDG PET/CT images: prognostic significance in patients with advanced T-stage oropharyngeal squamous cell carcinoma Eur Radiol 28 3245-3254
[18]  
Sze WM(2018)Development and validation of a prognostic model incorporating texture analysis derived from standardised segmentation of PET in patients with oesophageal cancer Eur J Nucl Med Mol Imaging 45 365-375
[19]  
Choi CW(2017)Radiomics: a new application from established techniques Eur J Nucl Med Mol Imaging 44 567-580
[20]  
Fung KK(2017)Robustness versus disease differentiation when varying parameter settings in radiomics features: application to nasopharyngeal PET/CT Int J Radiat Oncol Biol Phys 102 1090-1097