Machine learning and deep learning approaches to analyze and detect COVID-19: a review

T Aishwarya, V Ravi Kumar - SN computer science, 2021 - Springer
COVID-19 also referred to as Corona Virus disease is a communicable disease that is
caused by a coronavirus. Significant number of people who are tainted with this infection will …

Deep convolutional neural networks for detecting COVID-19 using medical images: a survey

R Khattab, IR Abdelmaksoud, S Abdelrazek - New Generation Computing, 2023 - Springer
Abstract Coronavirus Disease 2019 (COVID-19), which is caused by Severe Acute
Respiratory Syndrome Coronavirus 2 (SARS-COV-2), surprised the world in December …

A comprehensive review of COVID-19 detection with machine learning and deep learning techniques

S Das, I Ayus, D Gupta - Health and Technology, 2023 - Springer
Purpose The first transmission of coronavirus to humans started in Wuhan city of China, took
the shape of a pandemic called Corona Virus Disease 2019 (COVID-19), and posed a …

Deep learning-based COVID-19 detection using CT and X-ray images: Current analytics and comparisons

A Rehman, T Saba, U Tariq, N Ayesha - IT professional, 2021 - ieeexplore.ieee.org
Currently, the world faces a novel coronavirus disease 2019 (COVID-19) challenge and
infected cases are increasing exponentially. COVID-19 is a disease that has been reported …

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 …

[HTML][HTML] Automated systems for detection of COVID-19 using chest X-ray images and lightweight convolutional neural networks

AM Alqudah, S Qazan, A Alqudah - 2020 - europepmc.org
Since December 2019, the appearance of an outbreak of a novel coronavirus disease
namely COVID-19 and which is previously known as 2019-nCoV. COVID-19 is a type of …

[PDF][PDF] Deep Convolutional Neural Network Approach for COVID-19 Detection.

Y Xue, BM Onzo, RF Mansour, S Su - Comput. Syst. Sci. Eng., 2022 - cdn.techscience.cn
Coronavirus disease 2019 (Covid-19) is a life-threatening infectious disease caused by a
newly discovered strain of the coronaviruses. As by the end of 2020, Covid-19 is still not fully …

CoVNet-19: A Deep Learning model for the detection and analysis of COVID-19 patients

P Kedia, R Katarya - Applied Soft Computing, 2021 - Elsevier
Background: The ongoing fight with Novel Corona Virus, getting quick treatment, and rapid
diagnosis reports have become an act of high priority. With millions getting infected daily …

A comprehensive review of analyzing the chest X-ray images to detect COVID-19 infections using deep learning techniques

K Subramaniam, N Palanisamy, RA Sinnaswamy… - Soft computing, 2023 - Springer
COVID-19, a highly infectious respiratory disease a used by SARS virus, has killed millions
of people across many countries. To enhance quick and accurate diagnosis of COVID-19 …

[PDF][PDF] Deep learning techniques for COVID-19 detection based on chest X-ray and CT-scan images: a short review and future perspective

MM Mijwil, K Aggarwal, R Doshi, KK Hiran… - Asian J Appl …, 2022 - researchgate.net
Today, humans live in the era of rapid growth in electronic devices that are based on
artificial intelligence, including the significant growth in the manufacture of machines that …