COVID-19 epidemic analysis using machine learning and deep learning algorithms

NS Punn, SK Sonbhadra, S Agarwal - MedRxiv, 2020 - medrxiv.org
The catastrophic outbreak of Severe Acute Respiratory Syndrome-Coronavirus (SARS-CoV-
2) also known as COVID-2019 has brought the worldwide threat to the living society. The …

[HTML][HTML] Strong correlations between power-law growth of COVID-19 in four continents and the inefficiency of soft quarantine strategies

C Manchein, EL Brugnago, RM da Silva… - … Journal of Nonlinear …, 2020 - pubs.aip.org
In this work, we analyze the growth of the cumulative number of confirmed infected cases by
a novel coronavirus (COVID-19) until March 27, 2020, from countries of Asia, Europe, North …

Impact of Covid Vaccination on the Globe using data analytics

A Velu, R Reddy, P Sharma - Swarm Intelligence and Machine …, 2022 - taylorfrancis.com
The new World Economic Forum-Ipsos vaccine trust study reveals that clear intent to have a
vaccine for COVID-19 has improved in the United Kingdom and the United States, two …

The number of confirmed cases of covid-19 by using machine learning: Methods and challenges

A Ahmad, S Garhwal, SK Ray, G Kumar… - … Methods in Engineering, 2021 - Springer
Covid-19 is one of the biggest health challenges that the world has ever faced. Public health
policy makers need the reliable prediction of the confirmed cases in future to plan medical …

Impact of COVID-19 on older adults and role of long-term care facilities during early stages of epidemic in Italy

S Amore, E Puppo, J Melara, E Terracciano, S Gentili… - Scientific reports, 2021 - nature.com
Older adults are the main victims of the novel COVID-19 coronavirus outbreak and elderly in
Long Term Care Facilities (LTCFs) are severely hit in terms of mortality. This paper presents …

Global convergence of COVID-19 basic reproduction number and estimation from early-time SIR dynamics

GG Katul, A Mrad, S Bonetti, G Manoli, AJ Parolari - PLoS One, 2020 - journals.plos.org
The SIR ('susceptible-infectious-recovered') formulation is used to uncover the generic
spread mechanisms observed by COVID-19 dynamics globally, especially in the early …

Decision support algorithm for selecting an antivirus mask over COVID-19 pandemic under spherical normal fuzzy environment

Z Yang, X Li, H Garg, M Qi - International Journal of Environmental …, 2020 - mdpi.com
With the rapid outbreak of COVID-19, most people are facing antivirus mask shortages.
Therefore, it is necessary to reasonably select antivirus masks and optimize the use of them …

The COVID-19 pandemic: growth patterns, power law scaling, and saturation

HM Singer - Physical biology, 2020 - iopscience.iop.org
More and more countries are showing a significant slowdown in the number of new COVID-
19 infections due to effective governmentally instituted lockdown and social distancing …

Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe

MR Ibrahim, J Haworth, A Lipani, N Aslam, T Cheng… - PloS one, 2021 - journals.plos.org
Modelling the spread of coronavirus globally while learning trends at global and country
levels remains crucial for tackling the pandemic. We introduce a novel variational-LSTM …

Can India develop herd immunity against COVID-19?

A Gowrisankar, L Rondoni… - The European Physical …, 2020 - epjplus.epj.org
Abstract World Health Organization declared the novel coronavirus disease 2019 (COVID-
19) outbreak to be a public health crisis of international concern. Further, it provided advice …