Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques.
Malitha GunawardhanaAnuradha KulathilakaJichao ZhaoPublished in: CoRR (2024)
Keyphrases
- atrial fibrillation
- deep learning
- ecg signals
- left atrium
- model based segmentation
- heart rate variability
- unsupervised learning
- segmentation algorithm
- image segmentation
- segmentation method
- mental models
- level set
- machine learning
- weakly supervised
- shape prior
- intraoperative
- multiple objects
- volumetric data
- energy function
- object recognition