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Automated Quality Assurance of OAR Contouring for Lung Cancer Based on Segmentation With Deep Active Learning

Purpose: Ensuring high-quality data for clinical trials in radiotherapy requires the generation of contours that comply with protocol definitions. The current workflow includes a manual review of the submitted contours, which is time-consuming and subjective. In this study, we developed an automated...

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Bibliografski detalji
Izdano u:Front Oncol
Glavni autori: Men, Kuo, Geng, Huaizhi, Biswas, Tithi, Liao, Zhongxing, Xiao, Ying
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7350536/
https://ncbi.nlm.nih.gov/pubmed/32719742
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.00986
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