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Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model

Radiation pneumonitis (RP) is one of the major side effects of thoracic radiotherapy. The aim of this study is to build a dose distribution based prediction model, and investigate the correlation of RP incidence and high-order features of dose distribution. A convolution 3D (C3D) neural network was...

詳細記述

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書誌詳細
出版年:Front Oncol
主要な著者: Liang, Bin, Tian, Yuan, Chen, Xinyuan, Yan, Hui, Yan, Lingling, Zhang, Tao, Zhou, Zongmei, Wang, Lvhua, Dai, Jianrong
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7006502/
https://ncbi.nlm.nih.gov/pubmed/32076596
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2019.01500
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