Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis

Radiation pneumonitis (RP) is one of the major toxicities of thoracic radiation therapy. RP incidence has been proven to be closely associated with the dosimetric factors and normal tissue control possibility (NTCP) factors. However, because these factors only utilize limited information of the dose...

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Bibliographic Details
Main Authors: Bin Liang, Hui Yan, Yuan Tian, Xinyuan Chen, Lingling Yan, Tao Zhang, Zongmei Zhou, Lvhua Wang, Jianrong Dai
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.00269/full