DVH Prediction for VMAT in NPC with GRU-RNN: An Improved Method by Considering Biological Effects

PURPOSE: A recurrent neural network (RNN) and its variants such as gated recurrent unit-based RNN (GRU-RNN) were found to be very suitable for dose-volume histogram (DVH) prediction in our previously published work. Using the dosimetric information generated by nonmodulated beams of different orient...

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Detalles Bibliográficos
Autores principales: Zhuang, Yongdong, Xie, Yaoqin, Wang, Luhua, Huang, Shaomin, Chen, Li-Xin, Wang, Yuenan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837766/
https://www.ncbi.nlm.nih.gov/pubmed/33532489
http://dx.doi.org/10.1155/2021/2043830

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837766/
https://www.ncbi.nlm.nih.gov/pubmed/33532489
http://dx.doi.org/10.1155/2021/2043830

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