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Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey

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Bibliographic Details
Main Authors: Rana, Khattab, Islam R., Abdelmaksoud, Samir, Abdelrazek
Format: Book
Language:English
Published: Springer 2023
Subjects:
Deep Learning
Artificial Intelligence
Computed Tomography
Online Access:https://link.springer.com/article/10.1007/s00354-023-00213-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702
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spelling oai:localhost:PNK-77022023-04-10T02:38:02Z Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey Rana, Khattab Islam R., Abdelmaksoud Samir, Abdelrazek Deep Learning Artificial Intelligence Computed Tomography CC BY Coronavirus Disease 2019 (COVID-19), which is caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2), surprised the world in December 2019 and has threatened the lives of millions of people. Countries all over the world closed worship places and shops, prevented gatherings, and implemented curfews to stand against the spread of COVID-19. Deep Learning (DL) and Artificial Intelligence (AI) can have a great role in detecting and fighting this disease. Deep learning can be used to detect COVID-19 symptoms and signs from different imaging modalities, such as X-Ray, Computed Tomography (CT), and Ultrasound Images (US). This could help in identifying COVID-19 cases as a first step to curing them. In this paper, we reviewed the research studies conducted from January 2020 to September 2022 about deep learning models that were used in COVID-19 detection. 2023-04-10T02:38:02Z 2023-04-10T02:38:02Z 2023 Book https://link.springer.com/article/10.1007/s00354-023-00213-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Deep Learning
Artificial Intelligence
Computed Tomography
spellingShingle Deep Learning
Artificial Intelligence
Computed Tomography
Rana, Khattab
Islam R., Abdelmaksoud
Samir, Abdelrazek
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
description CC BY
format Book
author Rana, Khattab
Islam R., Abdelmaksoud
Samir, Abdelrazek
author_facet Rana, Khattab
Islam R., Abdelmaksoud
Samir, Abdelrazek
author_sort Rana, Khattab
title Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
title_short Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
title_full Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
title_fullStr Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
title_full_unstemmed Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
title_sort deep convolutional neural networks for detecting covid-19 using medical images: a survey
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00354-023-00213-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702
_version_ 1762818480142286848
score 8.891053

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