Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review.
Mahboobeh JafariAfshin ShoeibiMarjane KhodatarsNavid GhassemiParisa MoridianRoohallah AlizadehsaniAbbas KhosraviSai Ho LingNiloufar DelfanYudong ZhangShui-Hua WangJuan Manuel GórrizHamid Alinejad-RoknyU. Rajendra AcharyaPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- cardiovascular disease
- magnetic resonance imaging
- learning models
- medical diagnosis
- medical images
- mri data
- machine learning
- loss function
- learning tasks
- risk factors
- medical imaging
- magnetic resonance images
- learning algorithm
- mri images
- coronary artery
- semi supervised learning
- machine learning algorithms
- learning problems
- single photon emission computed tomography
- classification models
- beating heart
- svm classification
- heart disease
- medical data
- anatomical structures
- conditional random fields
- computer aided
- image processing
- active learning
- medical image analysis
- support vector machine svm
- imaging modalities