Cardiac phase detection in echocardiography using convolutional neural networks

Abstract Echocardiography is a commonly used and cost-effective test to assess heart conditions. During the test, cardiologists and technicians observe two cardiac phases—end-systolic (ES) and end-diastolic (ED)—which are critical for calculating heart chamber size and ejection fraction. However, no...

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Bibliographic Details
Main Authors: Moomal Farhad, Mohammad Mehedy Masud, Azam Beg, Amir Ahmad, Luai A. Ahmed, Sehar Memon
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36047-x