Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts

07/17/2021
by   Quoc-Viet Pham, et al.
0

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 has significantly affected every aspect of our daily lives. At the time of writing this article, the numbers of infected cases and deaths still increase significantly and have no sign of a well-controlled situation, e.g., as of 13 July 2020, from a total number of around 13.1 million positive cases, 571, 527 deaths were reported in the world. Motivated by recent advances and applications of artificial intelligence (AI) and big data in various areas, this paper aims at emphasizing their importance in responding to the COVID-19 outbreak and preventing the severe effects of the COVID-19 pandemic. We firstly present an overview of AI and big data, then identify the applications aimed at fighting against COVID-19, next highlight challenges and issues associated with state-of-the-art solutions, and finally come up with recommendations for the communications to effectively control the COVID-19 situation. It is expected that this paper provides researchers and communities with new insights into the ways AI and big data improve the COVID-19 situation, and drives further studies in stopping the COVID-19 outbreak.

READ FULL TEXT
research
07/04/2020

A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19

The COVID-19 pandemic caused by the SARS-CoV-2 virus has spread rapidly ...
research
03/23/2023

Human Behavior in the Time of COVID-19: Learning from Big Data

Since the World Health Organization (WHO) characterized COVID-19 as a pa...
research
01/19/2021

Machine learning applications for COVID-19: A state-of-the-art review

The COVID-19 pandemic has galvanized the machine learning community to c...
research
09/28/2021

An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry

The novel severe acute respiratory syndrome coronavirus type-2 (SARS-CoV...
research
10/14/2020

Tracking Results and Utilization of Artificial Intelligence (tru-AI) in Radiology: Early-Stage COVID-19 Pandemic Observations

Objective: To introduce a method for tracking results and utilization of...
research
08/13/2020

Considerations, Good Practices, Risks and Pitfalls in Developing AI Solutions Against COVID-19

The COVID-19 pandemic has been a major challenge to humanity, with 12.7 ...

Please sign up or login with your details

Forgot password? Click here to reset