Machine Learning and Deep Learning Methods for Fast and Accurate Assessment of Transthoracic Echocardiogram Image Quality

Machine Learning and Deep Learning Methods for Fast and Accurate Assessment of Transthoracic Echocardiogram Image Quality

High-quality echocardiogram images are the cornerstone of accurate and reliable measurements of the heart. Therefore, this study aimed to develop, validate and compare machine learning and deep learning algorithms for accurate and automated assessment of transthoracic echocardiogram image quality. I...

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Bibliographic Details
Main Authors: Wojciech Nazar, Krzysztof Nazar, Ludmiła Daniłowicz-Szymanowicz
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Life
Subjects:
echocardiography
machine learning
artificial intelligence
image quality
classification
convolutional neural networks
Online Access:https://www.mdpi.com/2075-1729/14/6/761

Internet

https://www.mdpi.com/2075-1729/14/6/761

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