Use of Radiomics Combined With Machine Learning Method in the Recurrence Patterns After Intensity-Modulated Radiotherapy for Nasopharyngeal Carcinoma: A Preliminary Study

Use of Radiomics Combined With Machine Learning Method in the Recurrence Patterns After Intensity-Modulated Radiotherapy for Nasopharyngeal Carcinoma: A Preliminary Study

Objective: To analyze the recurrence patterns and reasons in patients with nasopharyngeal carcinoma (NPC) treated with intensity-modulated radiotherapy (IMRT) and to investigate the feasibility of radiomics for analysis of radioresistance.Methods: We analyzed 306 NPC patients treated with IMRT from...

Full description

Bibliographic Details
Main Authors: Shuangshuang Li, Kongcheng Wang, Zhen Hou, Ju Yang, Wei Ren, Shanbao Gao, Fanyan Meng, Puyuan Wu, Baorui Liu, Juan Liu, Jing Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Oncology
Subjects:
intensity-modulated radiotherapy
nasopharyngeal carcinoma
recurrence pattern
radiomic analysis
prediction
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2018.00648/full

Internet

https://www.frontiersin.org/article/10.3389/fonc.2018.00648/full

Similar Items