Automatic system for estimating the volume of the left ventricle based on two-dimensional MRI images of the heart along the long axis

Abstract

The article is devoted to the development of a system that allows automatic estimation of systole, diastole and left ventricular ejection fraction of the heart based on the sequence of MRI images from the apical two-chamber and four-chamber positions. The implemented system was tested on the images of the heart of 200 patients, and its accuracy and operability was assessed.