TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification.
Zhengyang JiaoXingchen PengYan WangJianghong XiaoDong NieXi WuXin WangJiliu ZhouDinggang ShenPublished in: Medical Image Anal. (2023)
Keyphrases
- ct images
- radiation therapy
- pixel level
- lung nodules
- treatment planning
- computed tomography
- medical images
- ct scans
- prostate cancer
- lung cancer
- pet ct
- image guided
- region of interest
- image fusion
- radiation dose
- medical imaging
- pattern recognition
- feature extraction
- treatment plan
- computer vision
- superpixels
- support vector machine
- feature vectors
- training set
- feature space
- machine learning
- computer aided
- pulmonary nodules
- face recognition
- radiotherapy treatment