A Deep Learning-Based Diagnosis System for COVID-19 Detection and Pneumonia Screening Using CT Imaging

A Deep Learning-Based Diagnosis System for COVID-19 Detection and Pneumonia Screening Using CT Imaging

<b><i>Background:</i></b> Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is a global threat impacting the lives of millions of people worldwide. Automated detection of lung infections from Computed Tomography scans represents an excellent alternative; however, s...

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Bibliographic Details
Main Authors: Ramzi Mahmoudi, Narjes Benameur, Rania Mabrouk, Mazin Abed Mohammed, Begonya Garcia-Zapirain, Mohamed Hedi Bedoui
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
SARS-CoV-2
CT scans
deep learning
lung segmentation
infection segmentation
classification
Online Access:https://www.mdpi.com/2076-3417/12/10/4825

Internet

https://www.mdpi.com/2076-3417/12/10/4825

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