Using deep learning method to identify left ventricular hypertrophy on echocardiography.
Xiang YuXinxia YaoBifeng WuHong ZhouShudong XiaWenwen SuYuanyuan WuXiaoye ZhengPublished in: The international journal of cardiovascular imaging (2021)
Deep learning architecture has the ability to detect LVH and even distinguish the latent etiology of LVH.
Keyphrases
- deep learning
- left ventricular
- artificial intelligence
- convolutional neural network
- machine learning
- hypertrophic cardiomyopathy
- heart failure
- acute myocardial infarction
- cardiac resynchronization therapy
- pulmonary hypertension
- aortic stenosis
- mitral valve
- left atrial
- transcatheter aortic valve replacement
- percutaneous coronary intervention