Interpretable Deep Learning for Discriminating Pneumonia from Lung Ultrasounds

Interpretable Deep Learning for Discriminating Pneumonia from Lung Ultrasounds

Lung ultrasound images have shown great promise to be an operative point-of-care test for the diagnosis of COVID-19 because of the ease of procedure with negligible individual protection equipment, together with relaxed disinfection. Deep learning (DL) is a robust tool for modeling infection pattern...

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Bibliographic Details
Main Authors: Mohamed Abdel-Basset, Hossam Hawash, Khalid Abdulaziz Alnowibet, Ali Wagdy Mohamed, Karam M. Sallam
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
explainable artificial intelligence
interpretable deep learning
convolutional networks
vision transformers
COVID-19
ultrasound image
Online Access:https://www.mdpi.com/2227-7390/10/21/4153

Internet

https://www.mdpi.com/2227-7390/10/21/4153

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