Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning

Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning

Detecting COVID-19 at an early stage is essential to reduce the mortality risk of the patients. In this study, a cascaded system is proposed to segment the lung, detect, localize, and quantify COVID-19 infections from computed tomography images. An extensive set of experiments were performed using E...

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Bibliographic Details
Main Authors: Yazan Qiblawey, Anas Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al Maadeed, Farayi Musharavati, Mohamed Arselene Ayari
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Diagnostics
Subjects:
COVID-19
lung segmentation
lesion segmentation
severity classification
deep learning
Online Access:https://www.mdpi.com/2075-4418/11/5/893

Internet

https://www.mdpi.com/2075-4418/11/5/893

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