Noninvasive Assessment of Left Ventricular End-Diastolic Pressure Using Machine Learning Derived Phasic Left Atrial Strain.
Martin M GrucaJeremy A SlivnickAmita SinghJuan CotellaVarun SubashchandranDavid PrabhuFederico M AschMikail SiddikiNikhil GuptaVictor Mor-AviJimmy L SuRoberto M LangPublished in: European heart journal. Cardiovascular Imaging (2023)
LASi allows the detection of elevated LVEDP using invasive measurements as a reference, at least as accurately as peak LAS and current diastolic function guidelines algorithm, with the advantage of no indeterminate classifications in patients with measurable LAS.
Keyphrases
- left ventricular
- left atrial
- mitral valve
- hypertrophic cardiomyopathy
- cardiac resynchronization therapy
- heart failure
- acute myocardial infarction
- aortic stenosis
- machine learning
- loop mediated isothermal amplification
- deep learning
- clinical practice
- label free
- real time pcr
- atrial fibrillation
- aortic valve
- sensitive detection