COVID-19 detection from chest X-ray images using feature fusion and deep learning

M Ahsan, MA Based, J Haider, M Kowalski - Sensors, 2021 - mdpi.com
Currently, COVID-19 is considered to be the most dangerous and deadly disease for the
human body caused by the novel coronavirus. In December 2019, the coronavirus spread …

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 …

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 …

Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images

K Shankar, E Perumal, P Tiwari, M Shorfuzzaman… - Multimedia …, 2022 - Springer
In recent times, COVID-19 infection gets increased exponentially with the existence of a
restricted number of rapid testing kits. Several studies have reported the COVID-19 …

[PDF][PDF] Design of accurate classification of COVID-19 disease in X-ray images using deep learning approach

JIZ Chen - Journal of ISMAC, 2021 - scholar.archive.org
COVID-19 appears to be having a devastating influence on world health and wellbeing.
Moreover, the COVID-19 confirmed cases have recently increased to over 10 million …

Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images

D Sharifrazi, R Alizadehsani, M Roshanzamir… - … Signal Processing and …, 2021 - Elsevier
Abstract The coronavirus (COVID-19) is currently the most common contagious disease
which is prevalent all over the world. The main challenge of this disease is the primary …

An efficient deep learning method for detection of COVID-19 infection using chest X-ray images

SR Nayak, DR Nayak, U Sinha, V Arora, RB Pachori - Diagnostics, 2022 - mdpi.com
The research community has recently shown significant interest in designing automated
systems to detect coronavirus disease 2019 (COVID-19) using deep learning approaches …

Detection of COVID‐19 from chest X‐ray images: Boosting the performance with convolutional neural network and transfer learning

S Asif, Y Wenhui, K Amjad, H Jin, Y Tao… - Expert Systems, 2023 - Wiley Online Library
Abstract Coronavirus disease (COVID‐19) is a pandemic that has caused thousands of
casualties and impacts all over the world. Most countries are facing a shortage of COVID‐19 …

Improved COVID-19 detection with chest x-ray images using deep learning

V Gupta, N Jain, J Sachdeva, M Gupta… - Multimedia Tools and …, 2022 - Springer
The novel coronavirus disease, which originated in Wuhan, developed into a severe public
health problem worldwide. Immense stress in the society and health department was …

Detection of COVID-19 in chest X-ray images: A big data enabled deep learning approach

MJ Awan, MH Bilal, A Yasin, H Nobanee… - International journal of …, 2021 - mdpi.com
Coronavirus disease (COVID-19) spreads from one person to another rapidly. A recently
discovered coronavirus causes it. COVID-19 has proven to be challenging to detect and …