Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography

Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography

Identifying patients with left ventricular ejection fraction (EF), either reduced [EF < 40% (rEF)], mid-range [EF 40–50% (mEF)], or preserved [EF > 50% (pEF)], is considered of primary clinical importance. An end-to-end video classification using AutoML in Google Vertex AI was applied to echoc...

Full description

Bibliographic Details
Main Authors: Pierre Decoodt, Daniel Sierra-Sosa, Laura Anghel, Giovanni Cuminetti, Eva De Keyzer, Marielle Morissens
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Diagnostics
Subjects:
medical imaging
echocardiography
diagnosis
cardiovascular diseases
heart failure
cardiac function
Online Access:https://www.mdpi.com/2075-4418/14/13/1439

Internet

https://www.mdpi.com/2075-4418/14/13/1439

Similar Items