Machine Learning and Graph Based Approach to Automatic Right Atrial Segmentation from Magnetic Resonance Imaging.
Matthew RegehrAndrew VolkMichelle NogaKumaradevan PunithakumarPublished in: ISBI (2020)
Keyphrases
- magnetic resonance imaging
- medical images
- lesion segmentation
- machine learning
- mri images
- medical imaging
- mri data
- magnetic resonance images
- positron emission tomography
- fully automatic
- partial volume effects
- breast mri
- image segmentation
- computer tomography
- carotid artery
- partial volume
- long axis
- brain mri
- diffusion tensor images
- anatomical structures
- computer vision
- pattern recognition
- x ray
- segmentation algorithm
- region growing
- ct images
- mr images
- segmentation method
- multiple sclerosis
- clinical applications
- beating heart
- high temporal resolution
- image analysis
- level set
- synthetic data
- energy function
- magnetic resonance
- semi automatic
- ct data
- white matter