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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...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2021
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| Materias: | |
| 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 |