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
Publicado en:BioMed Research International pp. 1 - 10
Autores principales: Zhuang, Yongdong, Xie, Yaoqin, Wang, Luhua, Huang, Shaomin, Chen, Li-Xin, Wang, Yuenan
Formato: equations & formulas research tables/charts Journal Article
Publicado: Wiley-Blackwell 3/8/2021
Acceso en línea:Ver este registro en EBSCOhost