Development of novel machine learning model for right ventricular quantification on echocardiography-A multimodality validation study.
Ashley N BeecyAlex BrattBrian YumRazia SultanaMukund DasInes SherifiRichard B DevereuxJonathan W WeinsaftJiwon KimPublished in: Echocardiography (Mount Kisco, N.Y.) (2020)
This study provides an initial validation of a deep learning system for RV assessment using automated tracking of the tricuspid annulus.
Keyphrases
- deep learning
- machine learning
- aortic valve
- artificial intelligence
- mycobacterium tuberculosis
- left ventricular
- mitral valve
- big data
- computed tomography
- convolutional neural network
- pulmonary hypertension
- heart failure
- transcatheter aortic valve replacement
- coronary artery disease
- aortic stenosis
- atrial fibrillation
- single cell