Deep learning architecture with transformer and semantic field alignment for voxel-level dose prediction on brain tumors.
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DOI: 10.1002/mp.16122
Abstract: PURPOSE The use of convolution neural networks (CNN) to accurately predict dose distributions can accelerate intensity-modulated radiation therapy (IMRT) planning. The purpose of our study is to develop a novel deep learning architecture for precise… read more here.
Keywords: level dose; voxel level; brain tumors; dose distributions ... See more keywords