The Role of 3D CT Imaging in the Accurate Diagnosis of Lung Function in Coronavirus Patients

The Role of 3D CT Imaging in the Accurate Diagnosis of Lung Function in Coronavirus Patients

Early grading of coronavirus disease 2019 (COVID-19), as well as ventilator support machines, are prime ways to help the world fight this virus and reduce the mortality rate. To reduce the burden on physicians, we developed an automatic Computer-Aided Diagnostic (CAD) system to grade COVID-19 from C...

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Bibliographic Details
Main Authors: Ibrahim Shawky Farahat, Ahmed Sharafeldeen, Mohamed Elsharkawy, Ahmed Soliman, Ali Mahmoud, Mohammed Ghazal, Fatma Taher, Maha Bilal, Ahmed Abdel Khalek Abdel Razek, Waleed Aladrousy, Samir Elmougy, Ahmed Elsaid Tolba, Moumen El-Melegy, Ayman El-Baz
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Diagnostics
Subjects:
COVID-19
SARS-CoV-2
machine learning
neural network
Computer Assisted Diagnosis (CAD)
Markov–Gibbs Random Field (MGRF)
Online Access:https://www.mdpi.com/2075-4418/12/3/696

Internet

https://www.mdpi.com/2075-4418/12/3/696

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