Analysis and prediction of COVID‐19 trajectory: A machine learning approach
R Majhi, R Thangeda, RP Sugasi… - Journal of Public …, 2021 - Wiley Online Library
The outbreak of Coronavirus 2019 (COVID‐19) has impacted everyday lives globally. The
number of positive cases is growing and India is now one of the most affected countries. This …
number of positive cases is growing and India is now one of the most affected countries. This …
Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: hospitalizations, mortality, and the need for an ICU or ventilator
S Wollenstein-Betech, CG Cassandras… - International Journal of …, 2020 - Elsevier
Background The rapid global spread of the SARS-CoV-2 virus has provoked a spike in
demand for hospital care. Hospital systems across the world have been over-extended …
demand for hospital care. Hospital systems across the world have been over-extended …
Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in south Florida
Introduction The SARS-CoV-2 (COVID-19) pandemic has created substantial health and
economic burdens in the US and worldwide. As new variants continuously emerge …
economic burdens in the US and worldwide. As new variants continuously emerge …
Global and temporal COVID-19 risk evaluation
The COVID-19 pandemic has caused unprecedented crisis across the world, with many
countries struggling with the pandemic. In order to understand how each country is impacted …
countries struggling with the pandemic. In order to understand how each country is impacted …
Mortality analysis of patients with COVID-19 in Mexico based on risk factors applying machine learning techniques
A Becerra-Sánchez, A Rodarte-Rodríguez… - Diagnostics, 2022 - mdpi.com
The new pandemic caused by the COVID-19 virus has generated an overload in the quality
of medical care in clinical centers around the world. Causes that originate this fact include …
of medical care in clinical centers around the world. Causes that originate this fact include …
[HTML][HTML] Potential of age distribution profiles for the prediction of COVID-19 infection origin in a patient group
S Ahmad - Informatics in medicine unlocked, 2020 - Elsevier
The COVID-19 pandemic is a serious and global public health concern. It is now well known
that COVID-19 cases may result in mild symptoms leading to patient recovery. However …
that COVID-19 cases may result in mild symptoms leading to patient recovery. However …
[HTML][HTML] Predictive models on COVID 19: What Africans should do?
HT Likassa, W Xain, X Tang, G Gobebo - Infectious Disease Modelling, 2021 - Elsevier
In this study, predictive models are proposed to accurately estimate the confirmed cases and
deaths due to of Corona virus 2019 (COVID-19) in Africa. The study proposed the predictive …
deaths due to of Corona virus 2019 (COVID-19) in Africa. The study proposed the predictive …
Epidemiological predictive modeling of COVID-19 infection: development, testing, and implementation on the population of the Benelux union
T Šušteršič, A Blagojević, D Cvetković… - Frontiers in public …, 2021 - frontiersin.org
Since the outbreak of coronavirus disease-2019 (COVID-19), the whole world has taken
interest in the mechanisms of its spread and development. Mathematical models have been …
interest in the mechanisms of its spread and development. Mathematical models have been …
Early prediction of mortality risk among severe COVID-19 patients using machine learning
ABSTRACT BackgroundCoronavirus disease 2019 (COVID-19) caused by severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has been spreading globally …
respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has been spreading globally …
Predicting COVID-19 mortality risk in Toronto, Canada: a comparison of tree-based and regression-based machine learning methods
Abstract Background Coronavirus disease (COVID-19) presents an unprecedented threat to
global health worldwide. Accurately predicting the mortality risk among the infected …
global health worldwide. Accurately predicting the mortality risk among the infected …