Automated diagnosis of respiratory diseases from lung ultrasound videos ensuring XAI: an innovative hybrid model approach

Automated diagnosis of respiratory diseases from lung ultrasound videos ensuring XAI: an innovative hybrid model approach

IntroductionAn automated computerized approach can aid radiologists in the early diagnosis of lung disease from video modalities. This study focuses on the difficulties associated with identifying and categorizing respiratory diseases, including COVID-19, influenza, and pneumonia.MethodsWe propose a...

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Bibliographic Details
Main Authors: Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Asif Karim, Sami Azam, Nur Mohammad Fahad, Niusha Shafiabady, Kheng Cher Yeo, Friso De Boer
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Computer Science
Subjects:
lung ultrasound
COVID-19
LayerCAM
decision support system
LSTM
CNN
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2024.1438126/full
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