Development and validation of a magnetic resonance imaging-based model for the prediction of distant metastasis before initial treatment of nasopharyngeal carcinoma: A retrospective cohort study

作者: Lu Zhang , Di Dong , Hailin Li , Jie Tian , Fusheng Ouyang

DOI: 10.1016/J.EBIOM.2019.01.013

关键词:

摘要: … a predictor of the tumor response in patients with metastatic NPC [… based on DMMM for prediction of the metastatic risk and … or a visualization tool for DM prediction in patients with NPC, …

参考文章(43)
Jeff P. Bruce, Angela B. Y. Hui, Wei Shi, Bayardo Perez-Ordonez, Ilan Weinreb, Wei Xu, Benjamin Haibe-Kains, Daryl M. Waggott, Paul C. Boutros, Brian O’Sullivan, John Waldron, Shao Hui Huang, Eric X. Chen, Ralph Gilbert, Fei-Fei Liu, Identification of a microRNA signature associated with risk of distant metastasis in nasopharyngeal carcinoma Oncotarget. ,vol. 6, pp. 4537- 4550 ,(2015) , 10.18632/ONCOTARGET.3005
A. Chu, C.M. Sehgal, J.F. Greenleaf, Use of gray value distribution of run lengths for texture analysis Pattern Recognition Letters. ,vol. 11, pp. 415- 419 ,(1990) , 10.1016/0167-8655(90)90112-F
Stephen B. Edge, Carolyn C. Compton, The American Joint Committee on Cancer: the 7th Edition of the AJCC Cancer Staging Manual and the Future of TNM Annals of Surgical Oncology. ,vol. 17, pp. 1471- 1474 ,(2010) , 10.1245/S10434-010-0985-4
Wei-Xiong Xia, Hai-Bo Zhang, Jun-Li Shi, Xing Lu, Lin Wang, Yan-Fang Ye, Ka-Jia Cao, Chao-Nan Qian, Xiang Guo, Yan-Qun Xiang, A prognostic model predicts the risk of distant metastasis and death for patients with nasopharyngeal carcinoma based on pre-treatment serum C-reactive protein and N-classification. European Journal of Cancer. ,vol. 49, pp. 2152- 2160 ,(2013) , 10.1016/J.EJCA.2013.03.003
Thibaud P Coroller, Patrick Grossmann, Ying Hou, Emmanuel Rios Velazquez, Ralph TH Leijenaar, Gretchen Hermann, Philippe Lambin, Benjamin Haibe-Kains, Raymond H Mak, Hugo JWL Aerts, CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma Radiotherapy and Oncology. ,vol. 114, pp. 345- 350 ,(2015) , 10.1016/J.RADONC.2015.02.015
Mary M. Galloway, Texture analysis using gray level run lengths Computer Graphics and Image Processing. ,vol. 4, pp. 172- 179 ,(1975) , 10.1016/S0146-664X(75)80008-6
Xin An, Feng-Hua Wang, Pei-Rong Ding, Ling Deng, Wen-Qi Jiang, Li Zhang, Jian-Yong Shao, Yu-Hong Li, Plasma Epstein-Barr virus DNA level strongly predicts survival in metastatic/recurrent nasopharyngeal carcinoma treated with palliative chemotherapy. Cancer. ,vol. 117, pp. 3750- 3757 ,(2011) , 10.1002/CNCR.25932
Lei Chen, Chao-Su Hu, Xiao-Zhong Chen, Guo-Qing Hu, Zhi-Bin Cheng, Yan Sun, Wei-Xiong Li, Yuan-Yuan Chen, Fang-Yun Xie, Shao-Bo Liang, Yong Chen, Ting-Ting Xu, Bin Li, Guo-Xian Long, Si-Yang Wang, Bao-Min Zheng, Ying Guo, Ying Sun, Yan-Ping Mao, Ling-Long Tang, Yu-Ming Chen, Meng-Zhong Liu, Jun Ma, Concurrent chemoradiotherapy plus adjuvant chemotherapy versus concurrent chemoradiotherapy alone in patients with locoregionally advanced nasopharyngeal carcinoma: a phase 3 multicentre randomised controlled trial Lancet Oncology. ,vol. 13, pp. 163- 171 ,(2012) , 10.1016/S1470-2045(11)70320-5
Robert M. Haralick, K. Shanmugam, Its'Hak Dinstein, Textural Features for Image Classification IEEE Transactions on Systems, Man, and Cybernetics. ,vol. SMC-3, pp. 610- 621 ,(1973) , 10.1109/TSMC.1973.4309314
Andrew J. Vickers, Elena B. Elkin, Decision curve analysis: a novel method for evaluating prediction models. Medical Decision Making. ,vol. 26, pp. 565- 574 ,(2006) , 10.1177/0272989X06295361