Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks.
Yu ZhaoShu LiaoYimo GuoLiang ZhaoZhennan YanSungmin HongGerardo HermosilloTianming LiuXiang Sean ZhouYiqiang ZhanPublished in: MICCAI (1) (2018)
Keyphrases
- treatment planning
- multi view
- convolutional neural networks
- clinical applications
- ct images
- medical images
- computer aided
- image guided
- single view
- imaging modalities
- depth map
- ct scans
- multiple views
- magnetic resonance
- radiation therapy
- accurate segmentation
- d objects
- three dimensional
- computed tomography
- mr images
- intraoperative
- medical data
- surface reconstruction
- medical imaging
- semi supervised
- range images
- image registration
- cancer patients
- respiratory motion
- object recognition
- medical image analysis
- ct data
- automated segmentation
- ground truth
- treatment plan