Automated, machine learning-based, 3D echocardiographic quantification of left ventricular mass.
Valentina VolpatoVictor Mor-AviAkhil NarangDavid PraterAlexandra GonçalvesGloria TamboriniLaura FusiniMauro PepiAmit R PatelRoberto M LangPublished in: Echocardiography (Mount Kisco, N.Y.) (2018)
3D Echocardiography analysis of LV mass using novel ML-based algorithm is feasible, fast, and accurate and may thus facilitate the incorporation of 3DE measurements of LV mass into clinical practice.
Keyphrases
- machine learning
- left ventricular
- clinical practice
- deep learning
- pulmonary hypertension
- mitral valve
- heart failure
- artificial intelligence
- hypertrophic cardiomyopathy
- acute myocardial infarction
- left atrial
- computed tomography
- big data
- cardiac resynchronization therapy
- high throughput
- high resolution
- aortic stenosis