A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images

H Panwar, PK Gupta, MK Siddiqui… - Chaos, Solitons & …, 2020 - Elsevier
The world is suffering from an existential global health crisis known as the COVID-19
pandemic. Countries like India, Bangladesh, and other developing countries are still having …

Automatic detection of COVID-19 infection from chest X-ray using deep learning

K Medhi, M Jamil, MI Hussain - medrxiv, 2020 - medrxiv.org
ABSTRACT COVID-19 infection has created a panic across the globe in recent times. Early
detection of COVID-19 infection can save many lives in the prevailing situation. This virus …

Detection and classification of COVID-19 disease from X-ray images using convolutional neural networks and histogram of oriented gradients

AM Ayalew, AO Salau, BT Abeje, B Enyew - Biomedical Signal Processing …, 2022 - Elsevier
COVID-19 is now regarded as the most lethal disease caused by the novel coronavirus
disease of humans. The COVID-19 pandemic has spread to every country on the planet and …

Detection of COVID-19 using transfer learning and Grad-CAM visualization on indigenously collected X-ray dataset

M Umair, MS Khan, F Ahmed, F Baothman, F Alqahtani… - Sensors, 2021 - mdpi.com
The COVID-19 outbreak began in December 2019 and has dreadfully affected our lives
since then. More than three million lives have been engulfed by this newest member of the …

[PDF][PDF] A deep learning framework to detect Covid-19 disease via chest X-ray and CT scan images.

MY Kamil - International Journal of Electrical & Computer …, 2021 - pdfs.semanticscholar.org
COVID-19 disease has rapidly spread all over the world at the beginning of this year. The
hospitals' reports have told that low sensitivity of RT-PCR tests in the infection early stage. At …

A comparative study of detecting covid 19 by using chest X-ray images–A deep learning approach

J Miah, RH Khan, S Ahmed… - 2023 IEEE World AI IoT …, 2023 - ieeexplore.ieee.org
SARS-CoV-2's COVID-19 pandemic has quickly spread over the world, inflicting a sizable
number of illnesses and fatalities. Stopping the virus's spread depends on correctly and …

COVID-19 classification using chest X-ray images based on fusion-assisted deep Bayesian optimization and Grad-CAM visualization

A Hamza, M Attique Khan, SH Wang… - Frontiers in Public …, 2022 - frontiersin.org
The COVID-19 virus's rapid global spread has caused millions of illnesses and deaths. As a
result, it has disastrous consequences for people's lives, public health, and the global …

Artificial Neural Network‐Based Deep Learning Model for COVID‐19 Patient Detection Using X‐Ray Chest Images

M Shorfuzzaman, M Masud… - Journal of …, 2021 - Wiley Online Library
The world is experiencing an unprecedented crisis due to the coronavirus disease (COVID‐
19) outbreak that has affected nearly 216 countries and territories across the globe. Since …

COVID-19 detection using deep learning algorithm on chest X-ray images

S Akter, FMJM Shamrat, S Chakraborty, A Karim… - Biology, 2021 - mdpi.com
Simple Summary The study proposes an automated deep learning-based classification
model, based on a Convolutional Neural Network, that demonstrates a rapid detection rate …

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 …