Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review.
Mahboobeh JafariAfshin ShoeibiMarjane KhodatarsNavid GhassemiParisa MoridianNiloufar DelfanRoohallah AlizadehsaniAbbas KhosraviSai Ho LingYu-Dong ZhangShui-Hua WangJuan Manuel GórrizHamid Alinejad-RoknyU. Rajendra AcharyaPublished in: CoRR (2022)
Keyphrases
- cardiovascular disease
- magnetic resonance imaging
- learning models
- medical diagnosis
- medical images
- mri data
- magnetic resonance images
- risk factors
- learning algorithm
- medical imaging
- machine learning
- mri images
- loss function
- semi supervised learning
- learning tasks
- machine learning algorithms
- beating heart
- coronary artery
- svm classification
- classification models
- anatomical structures
- medical image analysis
- learning problems
- conditional random fields
- single photon emission computed tomography
- computer aided
- supervised learning
- three dimensional
- imaging modalities
- pairwise
- decision trees