Evolving Deep Learning Convolutional Neural Networks for Early COVID-19 Detection in Chest X-ray Images

Evolving Deep Learning Convolutional Neural Networks for Early COVID-19 Detection in Chest X-ray Images

This article proposes a framework that automatically designs classifiers for the early detection of COVID-19 from chest X-ray images. To do this, our approach repeatedly makes use of a heuristic for optimisation to efficiently find the best combination of the hyperparameters of a convolutional deep...

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Bibliographic Details
Main Authors: Mohammad Khishe, Fabio Caraffini, Stefan Kuhn
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Mathematics
Subjects:
COVID-19
heuristic optimisation
deep convolutional neural networks
chest X-rays
Online Access:https://www.mdpi.com/2227-7390/9/9/1002

Internet

https://www.mdpi.com/2227-7390/9/9/1002

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