Automated echocardiographic left ventricular dimension assessment in dogs using artificial intelligence: Development and validation.
Catherine C StowellValeria KallassyBeth LaneJonathan A AbbottKieran BorgeatDavid ConnollyOriol DomenechJoanna Dukes-McEwanLuca FerasinJosefa Fernández Del PalacioChristopher LinneyJose Novo MatosIlaria SpallaNuala SummerfieldTommaso VezzosiJames P HowardMatthew J Shun-ShinDarrel P FrancisVirginia Luis FuentesPublished in: Journal of veterinary internal medicine (2024)
An artificial intelligence network can be trained to adequately measure linear LV dimensions, with performance indistinguishable from that of experts.
Keyphrases
- artificial intelligence
- left ventricular
- machine learning
- deep learning
- big data
- mitral valve
- left atrial
- hypertrophic cardiomyopathy
- heart failure
- cardiac resynchronization therapy
- acute myocardial infarction
- high throughput
- aortic stenosis
- pulmonary hypertension
- resistance training
- atrial fibrillation
- acute coronary syndrome
- aortic valve
- body composition
- percutaneous coronary intervention
- network analysis
- clinical evaluation