Fully Automated Left Atrium Segmentation from Anatomical Cine Long-axis MRI Sequences using Deep Convolutional Neural Network with Unscented Kalman Filter.
Xiaoran ZhangMichelle NogaDavid Glynn MartinKumaradevan PunithakumarPublished in: CoRR (2020)
Keyphrases
- short axis
- fully automated
- manual segmentation
- fully automatic
- mri images
- medical images
- left ventricle
- anatomical structures
- left atrium
- carotid artery
- mri data
- mr images
- contrast enhanced
- magnetic resonance imaging
- model based segmentation
- magnetic resonance images
- medical imaging
- left ventricular
- segmentation method
- seed points
- medical image analysis
- low contrast
- image sequences
- segmentation algorithm
- video sequences