Employing Texture Features of Chest X-Ray Images and Machine Learning in COVID-19 Detection and Classification

Employing Texture Features of Chest X-Ray Images and Machine Learning in COVID-19 Detection and Classification

The novel coronavirus (nCoV-19) was first detected in December 2019. It had spread worldwide and was declared coronavirus disease (COVID-19) pandemic by March 2020. Patients presented with a wide range of symptoms affecting multiple organ systems predominantly the lungs. Severe cases required inten...

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Bibliographic Details
Main Authors: Hiam Alquran, Mohammad Alsleti, Roaa Alsharif, Isam Abu Qasmieh, Ali Mohammad Alqudah, Nor Hazlyna Binti Harun
Format: Article
Language:English
Published: Brno University of Technology 2021-06-01
Series:Mendel
Subjects:
COVID-19
COVID-19 pandemic
Respiratory infection detection
Pneumonia
K-Nearest Neighbor
Support Vector Machine
Online Access:https://mendel-journal.org/index.php/mendel/article/view/128

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