A systematic review on AI/ML approaches against COVID-19 outbreak
Abstract A pandemic disease, COVID-19, has caused trouble worldwide by infecting millions
of people. The studies that apply artificial intelligence (AI) and machine learning (ML) …
of people. The studies that apply artificial intelligence (AI) and machine learning (ML) …
Application of machine learning in the prediction of COVID-19 daily new cases: A scoping review
COVID-19 has produced a global pandemic affecting all over of the world. Prediction of the
rate of COVID-19 spread and modeling of its course have critical impact on both health …
rate of COVID-19 spread and modeling of its course have critical impact on both health …
COVID-19 in the age of artificial intelligence: a comprehensive review
The recent COVID-19 pandemic, which broke at the end of the year 2019 in Wuhan, China,
has infected more than 98.52 million people by today (January 23, 2021) with over 2.11 …
has infected more than 98.52 million people by today (January 23, 2021) with over 2.11 …
Prediction of the confirmed cases and deaths of global COVID-19 using artificial intelligence
Q Guo, Z He - Environmental Science and Pollution Research, 2021 - Springer
The outbreak of coronavirus disease 2019 (COVID-19) has seriously affected the
environment, ecology, economy, society, and human health. With the global epidemic …
environment, ecology, economy, society, and human health. With the global epidemic …
A novel bidirectional LSTM deep learning approach for COVID-19 forecasting
COVID-19 has resulted in significant morbidity and mortality globally. We develop a model
that uses data from thirty days before a fixed time point to forecast the daily number of new …
that uses data from thirty days before a fixed time point to forecast the daily number of new …
COVID-19 modeling: A review
L Cao, Q Liu - ACM Computing Surveys, 2024 - dl.acm.org
The SARS-CoV-2 viruses and their triggered COVID-19 pandemic have fundamentally
reshaped the world in almost every aspect, their evolution and influences remain. While over …
reshaped the world in almost every aspect, their evolution and influences remain. While over …
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review
Objective To summarize how artificial intelligence (AI) is being applied in COVID-19
research and determine whether these AI applications integrated heterogenous data from …
research and determine whether these AI applications integrated heterogenous data from …
Effects of vaccination and non-pharmaceutical interventions and their lag times on the COVID-19 pandemic: Comparison of eight countries
Many countries implemented measures to control the COVID-19 pandemic, but the effects of
these measures have varied greatly. We evaluated the effects of different policies, the …
these measures have varied greatly. We evaluated the effects of different policies, the …
On pilot massive COVID-19 testing by antigen tests in Europe. Case study: Slovakia
This paper provides a summary of mass COVID-19 testing of almost the entire population in
Slovakia by antigen tests. We focused on the results delivered by two testing rounds and …
Slovakia by antigen tests. We focused on the results delivered by two testing rounds and …
The medical and societal impact of big data analytics and artificial intelligence applications in combating pandemics: A review focused on Covid-19
P Galetsi, K Katsaliaki, S Kumar - Social Science & Medicine, 2022 - Elsevier
With Covid-19 impacting communities in different ways, research has increasingly turned to
big data analytics (BDA) and artificial intelligence (AI) tools to track and monitor the virus's …
big data analytics (BDA) and artificial intelligence (AI) tools to track and monitor the virus's …