Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images

Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images

Abstract Deep learning is a highly significant technology in clinical treatment and diagnostics nowadays. Convolutional Neural Network (CNN) is a new idea in deep learning that is being used in the area of computer vision. The COVID-19 detection is the subject of our medical study. Researchers attem...

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Bibliographic Details
Main Authors: Sohamkumar Chauhan, Damoder Reddy Edla, Vijayasree Boddu, M Jayanthi Rao, Ramalingaswamy Cheruku, Soumya Ranjan Nayak, Sheshikala Martha, Kamppa Lavanya, Tsedenya Debebe Nigat
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Medical Imaging
Subjects:
COVID-19
CNN
Deep learning
Chest X-ray images
Light weight model
Online Access:https://doi.org/10.1186/s12880-023-01155-7

Internet

https://doi.org/10.1186/s12880-023-01155-7

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