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Analysis of EPID Transmission Fluence Maps Using Machine Learning Models and CNN for Identifying Position Errors in the Treatment of GO Patients
PURPOSE: To find a suitable method for analyzing electronic portal imaging device (EPID) transmission fluence maps for the identification of position errors in the in vivo dose monitoring of patients with Graves’ ophthalmopathy (GO). METHODS: Position errors combining 0-, 2-, and 4-mm errors in the...
Autores principales: | Dai, Guyu, Zhang, Xiangbin, Liu, Wenjie, Li, Zhibin, Wang, Guangyu, Liu, Yaxin, Xiao, Qing, Duan, Lian, Li, Jing, Song, Xinyu, Li, Guangjun, Bai, Sen |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476908/ https://www.ncbi.nlm.nih.gov/pubmed/34595115 http://dx.doi.org/10.3389/fonc.2021.721591 |
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