Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide.
Diedre CarmoGustavo R. PinheiroLívia RodriguesThays AbreuRoberto de Alencar LotufoLetícia RittnerPublished in: CoRR (2023)
Keyphrases
- magnetic resonance imaging
- computed tomography
- medical images
- deep learning
- medical imaging
- ct images
- mri data
- mri images
- magnetic resonance images
- ct scans
- anatomical structures
- ct data
- unsupervised learning
- imaging modalities
- image analysis
- computer tomography
- image segmentation
- deformable models
- x ray
- positron emission tomography
- contrast enhanced
- image registration
- computer aided diagnosis
- magnetic resonance
- carotid artery
- image processing
- machine learning
- shape prior
- computer vision
- region of interest
- fully automatic
- mr images
- remote sensing
- manual segmentation
- computer assisted
- image reconstruction
- beating heart
- level set
- image data
- cone beam