A deep learning ensemble framework for robust classification of lung ultrasound patterns: covid-19, pneumonia, and normal

A deep learning ensemble framework for robust classification of lung ultrasound patterns: covid-19, pneumonia, and normal

To advance the automated interpretation of lung ultrasound (LUS) data, multiple deep learning (DL) models have been introduced to identify LUS patterns for differentiating COVID-19, Pneumonia, and Normal cases. While these models have generally yielded promising outcomes, they have encountered chall...

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Bibliographic Details
Main Authors: Shereen Morsy, Neveen Abd-Elsalam, Ahmed Khandil, Ahmed Elbialy, Abou-Bakr Youssef
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2025-02-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
covid-19
pneumonia
deep learning
transfer learning
ensemble method
Online Access:https://ijain.org/index.php/IJAIN/article/view/1966
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