Generation of synthetic CT with Deep Learning for Magnetic Resonance Guided Radiotherapy.
Armando Garcia HernandezPierre FauStanislas RapacchiJulien WojakHugues MailleuxMohamed BenkreiraMouloud AdelPublished in: SITIS (2022)
Keyphrases
- magnetic resonance
- deep learning
- medical images
- respiratory motion
- mr images
- image slices
- clinical applications
- treatment planning
- computed tomography
- image volumes
- contrast enhanced
- unsupervised learning
- image data
- prostate cancer
- brain images
- ct images
- image registration
- machine learning
- anatomical structures
- computer tomography
- mental models
- deformable registration
- accurate segmentation
- mr imaging
- magnetic resonance images
- medical imaging
- imaging modalities
- mr brain images
- ct scans
- deformable models
- magnetic resonance imaging
- brain tumors
- three dimensional
- weakly supervised
- mri data
- medical image analysis
- computer vision
- partial volume effects
- multiscale
- ct data
- lung cancer