Fluence Map Prediction Using Deep Learning Models - Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy.
Wentao WangYang ShengChunhao WangJiahan ZhangXinyi LiManisha PaltaBrian CzitoChristopher G. WillettQiuwen WuYaorong GeFang-Fang YinQ. Jackie WuPublished in: Frontiers Artif. Intell. (2020)
Keyphrases
- learning models
- plan generation
- radiation therapy
- image guidance
- learning algorithm
- machine learning
- treatment planning
- learning tasks
- semi supervised learning
- machine learning algorithms
- loss function
- learning problems
- image guided
- plan recognition
- prostate cancer
- conditional random fields
- ct images
- planning problems
- classification models
- imaging modalities
- plan execution
- maximum likelihood
- search space
- data mining
- active learning
- deformable registration
- graphical models