Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy.
Tal MezheritskyLiset Vázquez RomagueraWilliam LeSamuel KadouryPublished in: Medical Image Anal. (2022)
Keyphrases
- respiratory motion
- beating heart
- patient specific
- image registration
- image reconstruction
- radiation therapy
- motion compensation
- motion compensated
- magnetic resonance
- clinical applications
- denoising
- restricted boltzmann machine
- deep belief networks
- ct images
- prior information
- image guided
- ct data
- motion model
- reconstruction process
- deep learning
- motion estimation
- target registration error
- positron emission tomography
- mr images
- treatment planning
- patient data
- intraoperative
- medical images
- iterative process
- image processing