Leveraging data science to combat COVID-19: A comprehensive review

S Latif, M Usman, S Manzoor, W Iqbal… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
COVID-19, an infectious disease caused by the SARS-CoV-2 virus, was declared a
pandemic by the World Health Organisation (WHO) in March 2020. By mid-August 2020 …

[HTML][HTML] Data-driven analytics leveraging artificial intelligence in the era of COVID-19: an insightful review of recent developments

A Majeed, SO Hwang - Symmetry, 2021 - mdpi.com
This paper presents the role of artificial intelligence (AI) and other latest technologies that
were employed to fight the recent pandemic (ie, novel coronavirus disease-2019 (COVID …

Mapping the landscape of artificial intelligence applications against COVID-19

J Bullock, A Luccioni, KH Pham, CSN Lam… - Journal of Artificial …, 2020 - jair.org
COVID-19, the disease caused by the SARS-CoV-2 virus, has been declared a pandemic by
the World Health Organization, which has reported over 18 million confirmed cases as of …

[HTML][HTML] COVID-19 open source data sets: a comprehensive survey

J Shuja, E Alanazi, W Alasmary, A Alashaikh - Applied Intelligence, 2021 - Springer
In December 2019, a novel virus named COVID-19 emerged in the city of Wuhan, China. In
early 2020, the COVID-19 virus spread in all continents of the world except Antarctica …

[HTML][HTML] Efficient analysis of COVID-19 clinical data using machine learning models

S Ali, Y Zhou, M Patterson - Medical & Biological Engineering & Computing, 2022 - Springer
Because of the rapid spread of COVID-19 to almost every part of the globe, huge volumes of
data and case studies have been made available, providing researchers with a unique …

[HTML][HTML] Pandemic analytics: how countries are leveraging big data analytics and artificial intelligence to fight COVID-19?

N Mehta, S Shukla - SN Computer Science, 2022 - Springer
Emergence of coronavirus in December 2019 and its spread across the world in the
following months has made it a global health concern. The uncertainty about its evolution …

A systematic review on the use of AI and ML for fighting the COVID-19 pandemic

MN Islam, TT Inan, S Rafi, SS Akter… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) have caused a paradigm shift in
healthcare that can be used for decision support and forecasting by exploring medical data …

[HTML][HTML] Machine learning for COVID-19 needs global collaboration and data-sharing

N Peiffer-Smadja, R Maatoug, FX Lescure… - Nature Machine …, 2020 - nature.com
The COVID-19 pandemic poses a historical challenge to society. The profusion of data
requires machine learning to improve and accelerate COVID-19 diagnosis, prognosis and …

Artificial intelligence in the battle against coronavirus (COVID-19): a survey and future research directions

TT Nguyen, QVH Nguyen, DT Nguyen, S Yang… - arXiv preprint arXiv …, 2020 - arxiv.org
Artificial intelligence (AI) has been applied widely in our daily lives in a variety of ways with
numerous success stories. AI has also contributed to dealing with the coronavirus disease …

Artificial intelligence (AI) and big data for coronavirus (COVID-19) pandemic: a survey on the state-of-the-arts

QV Pham, DC Nguyen, T Huynh-The, WJ Hwang… - IEEE …, 2020 - ieeexplore.ieee.org
The very first infected novel coronavirus case (COVID-19) was found in Hubei, China in Dec.
2019. The COVID-19 pandemic has spread over 214 countries and areas in the world, and …