Reviewing methods of deep learning for diagnosing COVID-19, its variants and synergistic medicine combinations

Q Rafique, A Rehman, MS Afghan, HM Ahmad… - Computers in Biology …, 2023 - Elsevier
The COVID-19 pandemic has necessitated the development of reliable diagnostic methods
for accurately detecting the novel coronavirus and its variants. Deep learning (DL) …

COVID-19 detection empowered with machine learning and deep learning techniques: A systematic review

A Rehman, MA Iqbal, H Xing, I Ahmed - Applied Sciences, 2021 - mdpi.com
COVID-19 has infected 223 countries and caused 2.8 million deaths worldwide (at the time
of writing this article), and the death rate is increasing continuously. Early diagnosis of …

Significance of deep learning for Covid-19: state-of-the-art review

J Nayak, B Naik, P Dinesh, K Vakula, PB Dash… - Research on Biomedical …, 2021 - Springer
Purpose The appearance of the 2019 novel coronavirus (Covid-19), for which there is no
treatment or a vaccine, formed a sense of necessity for new drug discovery advances. The …

The COVID-19 epidemic analysis and diagnosis using deep learning: A systematic literature review and future directions

A Heidari, NJ Navimipour, M Unal, S Toumaj - Computers in biology and …, 2022 - Elsevier
Abstract Since December 2019, the COVID-19 outbreak has resulted in countless deaths
and has harmed all facets of human existence. COVID-19 has been designated an epidemic …

Machine and deep learning towards COVID-19 diagnosis and treatment: survey, challenges, and future directions

T Alafif, AM Tehame, S Bajaba, A Barnawi… - International journal of …, 2021 - mdpi.com
With many successful stories, machine learning (ML) and deep learning (DL) have been
widely used in our everyday lives in a number of ways. They have also been instrumental in …

Study of different deep learning methods for coronavirus (COVID-19) pandemic: Taxonomy, survey and insights

L Awassa, I Jdey, H Dhahri, G Hcini, A Mahmood… - Sensors, 2022 - mdpi.com
COVID-19 has evolved into one of the most severe and acute illnesses. The number of
deaths continues to climb despite the development of vaccines and new strains of the virus …

A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron

A Khan, SH Khan, M Saif, A Batool… - … of Experimental & …, 2023 - Taylor & Francis
ABSTRACT The Coronavirus (COVID-19) outbreak in December 2019 has drastically
affected humans worldwide, creating a health crisis that has infected millions of lives and …

A review on deep learning techniques for the diagnosis of novel coronavirus (COVID-19)

MM Islam, F Karray, R Alhajj, J Zeng - Ieee Access, 2021 - ieeexplore.ieee.org
Novel coronavirus (COVID-19) outbreak, has raised a calamitous situation all over the world
and has become one of the most acute and severe ailments in the past hundred years. The …

COVID-19 pneumonia detection using optimized deep learning techniques

A Bashar, G Latif, G Ben Brahim, N Mohammad… - Diagnostics, 2021 - mdpi.com
It became apparent that mankind has to learn to live with and adapt to COVID-19, especially
because the developed vaccines thus far do not prevent the infection but rather just reduce …

Application of deep learning techniques in diagnosis of covid-19 (coronavirus): a systematic review

YH Bhosale, KS Patnaik - Neural processing letters, 2023 - Springer
Covid-19 is now one of the most incredibly intense and severe illnesses of the twentieth
century. Covid-19 has already endangered the lives of millions of people worldwide due to …