COVID-19 lateral flow test image classification using deep CNN and StyleGAN2

COVID-19 lateral flow test image classification using deep CNN and StyleGAN2

IntroductionArtificial intelligence (AI) in healthcare can enhance clinical workflows and diagnoses, particularly in large-scale operations like COVID-19 mass testing. This study presents a deep Convolutional Neural Network (CNN) model for automated COVID-19 RATD image classification.MethodsTo addre...

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Bibliographic Details
Main Authors: Vishnu Pannipulath Venugopal, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Artificial Intelligence
Subjects:
SARS-CoV-2
lateral flow test
convolutional neural network
StyleGAN2
deep learning
transfer learning
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1235204/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2023.1235204/full

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