Real‑time COVID-19 diagnosis from X-Ray images using deep CNN and extreme learning machines stabilized by chimp optimization algorithm

•An evolutionary DCNN is utilized to detect COVID-19 positive cases.•The fully connected layers are replaced by an Extreme learning machine.•The chimp optimization algorithm is used to stabilize DCNN-ELM.•The Class Activation Map (CAM) is exploited to detect the infected areas. Real-time detection o...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 68; p. 102764
Main Authors:	Hu, Tianqing, Khishe, Mohammad, Mohammadi, Mokhtar, Parvizi, Gholam-Reza, Taher Karim, Sarkhel H., Rashid, Tarik A.
Format:	Journal Article
Language:	English
Published:	England Elsevier Ltd 01.07.2021
Subjects:	Chest X-ray images Chimp optimization algorithm COVID-19 Deep convolutional neural networks Real-time COVID-19 Deep convolutional neural networks Chimp optimization algorithm Real-time Chest X-ray images
ISSN:	1746-8094, 1746-8108, 1746-8094
Online Access:	Get full text
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