A method of using deep learning to predict three-dimensional dose distributions for intensity-modulated radiotherapy of rectal cancer.
CONCLUSIONS: This study developed a more general deep learning model by considering beam configurations input and achieved an accurate 3D voxel-wise dose prediction for rectal cancer treated by IMRT, a potentially easier clinical implementation for more comprehensive automatic planning.
PMID: 32281254 [PubMed - as supplied by publisher]
Source: Clin Med Res - Category: Research Authors: Zhou J, Peng Z, Song Y, Chang Y, Pei X, Sheng L, Xu XG Tags: J Appl Clin Med Phys Source Type: research
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