Application of machine learning in the prediction of COVID-19 daily new cases: A scoping review
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DOI: 10.1016/j.heliyon.2021.e08143
Abstract: 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 system and policy makers. Indeed,… read more here.
Keywords: prediction covid; machine; machine learning; new cases ... See more keywords
Prediction of CoVid-19 infection, transmission and recovery rates: A new analysis and global societal comparisons
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DOI: 10.1016/j.ssci.2020.104854
Abstract: Abstract We analyze the process of infection rate growth and decline for the recent global pandemic, applying a new method to the available global data. We describe and utilize an original approach based on statistical… read more here.
Keywords: prediction covid; recovery; transmission; analysis ... See more keywords
Analysis and prediction of the COVID-19 outbreak in Pakistan
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DOI: 10.1080/17513758.2020.1814883
Abstract: In this study, we estimate the severity of the COVID-19 outbreak in Pakistan prior to and after lockdown restrictions were eased. We also project the epidemic curve considering realistic quarantine, social distancing and possible medication… read more here.
Keywords: prediction covid; covid outbreak; analysis prediction; outbreak pakistan ... See more keywords
Evidence-Based Prediction of COVID-19 Severity in Hospitalized Children
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DOI: 10.1155/2022/1918177
Abstract: Objective In this study, by using clinical and paraclinical characteristics, we have aimed to predict the severity of the disease in hospitalized COVID-19 children. Method This cross-sectional study was conducted on medical records about epidemiologic… read more here.
Keywords: based prediction; covid severity; severity hospitalized; severity ... See more keywords
IoT-Enabled Framework for Early Detection and Prediction of COVID-19 Suspects by Leveraging Machine Learning in Cloud
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Healthcare Engineering"
DOI: 10.1155/2022/7713939
Abstract: COVID-19 is the repugnant but the most searched word since its outbreak in November 2019 across the globe. The world has to battle with it until an effective solution is developed. Due to the advancement… read more here.
Keywords: machine; machine learning; iot enabled; covid ... See more keywords
Empirical Study on Classifiers for Earlier Prediction of COVID-19 Infection Cure and Death Rate in the Indian States
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DOI: 10.3390/healthcare10010085
Abstract: Machine Learning methods can play a key role in predicting the spread of respiratory infection with the help of predictive analytics. Machine Learning techniques help mine data to better estimate and predict the COVID-19 infection… read more here.
Keywords: covid infection; infection cure; infection; death ... See more keywords
Analysis and Prediction of COVID-19 Multivariate Data Using Deep Ensemble Learning Methods
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DOI: 10.3390/ijerph20115943
Abstract: The global economy has suffered losses as a result of the COVID-19 epidemic. Accurate and effective predictive models are necessary for the governance and readiness of the healthcare system and its resources and, ultimately, for… read more here.
Keywords: analysis prediction; multivariate data; covid; covid multivariate ... See more keywords
Prediction of COVID-19 Cases Using Constructed Features by Grammatical Evolution
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DOI: 10.3390/sym14102149
Abstract: A widely used method that constructs features with the incorporation of so-called grammatical evolution is proposed here to predict the COVID-19 cases as well as the mortality rate. The method creates new artificial features from… read more here.
Keywords: grammatical evolution; cases using; covid cases; prediction covid ... See more keywords