Automated left atrial time-resolved segmentation in MRI long-axis cine images using active contours.
Ricardo A GonzalesFelicia SeemannJérôme LamyPer M ArvidssonEinar HeibergVictor MurrayDana C PetersPublished in: BMC medical imaging (2021)
The proposed automated method achieved performance on par with human experts analyzing MRI images for evaluation of atrial size and function. Video Abstract.
Keyphrases
- deep learning
- left atrial
- convolutional neural network
- atrial fibrillation
- mitral valve
- contrast enhanced
- magnetic resonance imaging
- left ventricular
- catheter ablation
- machine learning
- endothelial cells
- diffusion weighted imaging
- high throughput
- induced pluripotent stem cells
- computed tomography
- pluripotent stem cells
- optical coherence tomography
- single cell