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...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Limited
2021-01-01
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| Series: | BioMed Research International |
| Online Access: | http://dx.doi.org/10.1155/2021/2043830 |