Survival analysis of COVID-19 patients with symptoms information by machine learning algorithms
G Kim, CD Yoo, SJ Yang - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, a survival analysis of the time to death caused by coronavirus disease 2019 is
presented. The analysis of a dataset from the East Asian region with a focus on data from the …
presented. The analysis of a dataset from the East Asian region with a focus on data from the …
[HTML][HTML] COVID-19 epidemic prediction and the impact of public health interventions: A review of COVID-19 epidemic models
Y Xiang, Y Jia, L Chen, L Guo, B Shu, E Long - Infectious Disease …, 2021 - Elsevier
The coronavirus disease outbreak of 2019 (COVID-19) has been spreading rapidly to all
corners of the word, in a very complex manner. A key research focus is in predicting the …
corners of the word, in a very complex manner. A key research focus is in predicting the …
[HTML][HTML] Predicting mortality risk in patients with COVID-19 using machine learning to help medical decision-making
M Pourhomayoun, M Shakibi - Smart health, 2021 - Elsevier
In the wake of COVID-19 disease, caused by the SARS-CoV-2 virus, we designed and
developed a predictive model based on Artificial Intelligence (AI) and Machine Learning …
developed a predictive model based on Artificial Intelligence (AI) and Machine Learning …
Predictive models of COVID-19 in India: a rapid review
A Kotwal, AK Yadav, J Yadav, J Kotwal… - Medical journal armed …, 2020 - Elsevier
Background The mathematical modelling of coronavirus disease-19 (COVID-19) pandemic
has been attempted by a wide range of researchers from the very beginning of cases in …
has been attempted by a wide range of researchers from the very beginning of cases in …
[HTML][HTML] Computational intelligence-based model for mortality rate prediction in COVID-19 patients
The COVID-19 outbreak is currently one of the biggest challenges facing countries around
the world. Millions of people have lost their lives due to COVID-19. Therefore, the accurate …
the world. Millions of people have lost their lives due to COVID-19. Therefore, the accurate …
[HTML][HTML] Early prediction and identification for severe patients during the pandemic of COVID-19: a severe COVID-19 risk model constructed by multivariate logistic …
H Hu, H Du, J Li, Y Wang, X Wu, C Wang… - Journal of global …, 2020 - ncbi.nlm.nih.gov
Background As an emergent and fulminant infectious disease, Corona Virus Disease 2019
(COVID-19) has caused a worldwide pandemic. The early identification and timely treatment …
(COVID-19) has caused a worldwide pandemic. The early identification and timely treatment …
[HTML][HTML] COVID-19 prognosis and mortality risk predictions from symptoms: A cloud-based smartphone application
The coronavirus pandemic overwhelmed many countries and their healthcare systems.
Shortage of testing kits and Intensive-Care-Unit (ICU) beds for critical patients have become …
Shortage of testing kits and Intensive-Care-Unit (ICU) beds for critical patients have become …
[HTML][HTML] COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients: Harnessing clinical data for public health benefits
The variability of clinical course and prognosis of COVID-19 highlights the necessity of
patient sub-group risk stratification based on clinical data. In this study, clinical data from a …
patient sub-group risk stratification based on clinical data. In this study, clinical data from a …
[HTML][HTML] Probabilistic Risk Assessment of COVID-19 Patients at COVID-19 Assessment Centre
C Ting, H Zakariah, YZM Yusri - International Journal of …, 2022 - ijtech.eng.ui.ac.id
COVID-19 started impacting Malaysia in early 2020, and the cases have reached 4.4 million
as of April 27, 2022, with 35507 deaths. Since then, federal and state governments have set …
as of April 27, 2022, with 35507 deaths. Since then, federal and state governments have set …
[HTML][HTML] A calculator for COVID-19 severity prediction based on patient risk factors and number of vaccines received
Vaccines have allowed for a significant decrease in COVID-19 risk, and new antiviral
medications can prevent disease progression if given early in the course of the disease. The …
medications can prevent disease progression if given early in the course of the disease. The …