COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network

GS George, PR Mishra, P Sinha, MR Prusty - … and Biomedical Engineering, 2023 - Elsevier
COVID-19 had caused the whole world to come to a standstill. The current detection
methods are time consuming as well as costly. Using Chest X-rays (CXRs) is a solution to …

[HTML][HTML] X-Ray image-based COVID-19 detection using deep learning

AM Ayalew, AO Salau, Y Tamyalew, BT Abeje… - Multimedia Tools and …, 2023 - Springer
COVID-19 is a type of respiratory infection that primarily affects the lungs. Obtaining a chest
X-ray is one of the most important steps in detecting and treating COVID-19 occurrences …

Detection of COVID-19 in chest X-ray image using CLAHE and convolutional neural network

BK Umri, MW Akhyari, K Kusrini - 2020 2nd international …, 2020 - ieeexplore.ieee.org
In 2019, the COVID-19 virus has spread to various parts of the world including Indonesia.
This global pandemic becomes a lethal outbreak since there is no vaccine to treat or prevent …

COVID-19 detection from chest X-ray scans using machine learning

DF Eljamassi, AY Maghari - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Recently, the virus (COVID-19) has spread widely throughout the world and has led to the
examination of large numbers of suspected cases using standard COVID-19 tests and has …

Automatic detection of COVID-19 using X-ray images with deep convolutional neural networks and machine learning

S Asif, Y Wenhui, H Jin, Y Tao, S Jinhai - 2020 - pesquisa.bvsalud.org
The COVID-19 pandemic continues to have a devastating effect on the health and well-
being of the global population. A vital step in the combat towards COVID-19 is a successful …

[HTML][HTML] Detection of COVID-19 based on chest X-rays using deep learning

W Gouda, M Almurafeh, M Humayun, NZ Jhanjhi - Healthcare, 2022 - mdpi.com
The coronavirus disease (COVID-19) is rapidly spreading around the world. Early diagnosis
and isolation of COVID-19 patients has proven crucial in slowing the disease's spread. One …

Convolutional neural network-based approach to detect COVID-19 from chest x-ray images

P Pandiaraja, K Muthumanickam - Cyber Security, Privacy and Networking …, 2022 - Springer
COVID-19 is a worldwide pandemic that poses serious health hazards. COVID-19's
diagnostic test sensitivity is restricted owing to specimen processing abnormalities. The …

[PDF][PDF] A deep learning approach for COVID-19 and pneumonia detection from chest X-ray images.

A Musha, A Al Mamun, A Tahabilder… - International Journal of …, 2022 - academia.edu
There has been a surge in biomedical imaging technologies with the recent advancement of
deep learning. It is being used for diagnosis from X-ray, computed tomography (CT) scan …

[HTML][HTML] Deep learning based detection and analysis of COVID-19 on chest X-ray images

R Jain, M Gupta, S Taneja, DJ Hemanth - Applied Intelligence, 2021 - Springer
Covid-19 is a rapidly spreading viral disease that infects not only humans, but animals are
also infected because of this disease. The daily life of human beings, their health, and the …

[HTML][HTML] Generation of synthetic chest X-ray images and detection of COVID-19: A deep learning based approach

Y Karbhari, A Basu, ZW Geem, GT Han, R Sarkar - Diagnostics, 2021 - mdpi.com
COVID-19 is a disease caused by the SARS-CoV-2 virus. The COVID-19 virus spreads
when a person comes into contact with an affected individual. This is mainly through drops …