Development of an algorithm for automatic classification of right ventricle deformation patterns in arrhythmogenic right ventricular cardiomyopathy.

Marijn H A GroenLaurens P BosmanArco J TeskeThomas P MastKarim TahaFrebus J Van SlochterenMaarten J CramerPieter A DoevendansRené van Es

Published in: Echocardiography (Mount Kisco, N.Y.) (2020)

The determination of the onset of shortening by the experienced operator was comparable to the algorithm. Our computer algorithm seems a promising method for the automatic classification of RV deformation patterns. The algorithm is publicly available at the MathWorks File Exchange.

Keyphrases

deep learning
machine learning
neural network
heart failure
mycobacterium tuberculosis
pulmonary hypertension
mitral valve
mass spectrometry
atrial fibrillation
solid phase extraction
congenital heart disease
simultaneous determination
tandem mass spectrometry