Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI.
Erwan LecesneAntoine SimonMireille GarreauGilles Barone-RochetteCéline FouardPublished in: IPTA (2023)
Keyphrases
- neural network
- brain scans
- medical images
- cardiac mri
- mr imaging
- brain mri
- long axis
- mri images
- magnetic resonance imaging
- image analysis
- mr images
- medical imaging
- myocardial infarction
- segmentation algorithm
- cardiac magnetic resonance
- cardiac mr images
- magnetic resonance images
- brain tumors
- level set
- tagged mri
- short axis
- mri data
- left ventricle
- region growing
- fully automatic
- artificial neural networks
- image segmentation
- image processing
- intra subject
- image enhancement
- partial volume
- echocardiographic images
- tissue segmentation
- blood pool
- brain tumor segmentation
- phase contrast
- left ventricular
- imaging modalities
- patient specific
- segmentation method
- back propagation
- multislice
- brain atlas
- mri scans
- beating heart
- brain structures
- brain tissue
- intensity distribution
- anatomical structures