forecasting model based on lifestyle risk and health factors to predict COVID-19 severity

N Firza, A Monaco - International Journal of Environmental Research and …, 2022 - mdpi.com
The COVID-19 pandemic has now spread worldwide, becoming a real global health
emergency. The main goal of this work is to present a framework for studying the impact of …

Machine learning based prognostic model and mobile application software platform for predicting infection susceptibility of COVID-19 using healthcare data

R Srivatsan, PN Indi, S Agrahari, S Menon… - Research on Biomedical …, 2020 - Springer
Introduction From public health perspectives of COVID-19 pandemic, accurate estimates of
infection severity of individuals are extremely valuable for the informed decision-making and …

Development of a multivariable prediction model for severe COVID-19 disease: a population-based study from Hong Kong

J Zhou, S Lee, X Wang, Y Li, WKK Wu, T Liu… - NPJ digital …, 2021 - nature.com
Recent studies have reported numerous predictors for adverse outcomes in COVID-19
disease. However, there have been few simple clinical risk scores available for prompt risk …

Prediction models for covid-19 integrating age groups, gender, and underlying conditions

I Ashraf, WS Alnumay, R Ali, S Hur… - Computers …, 2021 - e-space.mmu.ac.uk
The COVID-19 pandemic has caused hundreds of thousands of deaths, millions of infections
worldwide, and the loss of trillions of dollars for many large economies. It poses a grave …

Finding of the factors affecting the severity of COVID-19 based on mathematical models

J Qu, B Sumali, H Lee, H Terai, M Ishii, K Fukunaga… - Scientific reports, 2021 - nature.com
Since 2019, a large number of people worldwide have been infected with severe acute
respiratory syndrome coronavirus 2. Among those infected, a limited number develop severe …

[HTML][HTML] COVID-19 prediction models: a systematic literature review

SM Shakeel, NS Kumar, PP Madalli… - Osong public health …, 2021 - ncbi.nlm.nih.gov
As the world grapples with the problem of the coronavirus disease 2019 (COVID-19)
pandemic and its devastating effects, scientific groups are working towards solutions to …

Computational intelligence-based model for mortality rate prediction in COVID-19 patients

IU Khan, N Aslam, M Aljabri, SS Aljameel… - International journal of …, 2021 - mdpi.com
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 …

[PDF][PDF] Review of future trends of the coronavirus disease 2019 (COVID-19) epidemic based on developed forecasting models in the world

A Abachizadeh - Community Health, 2020 - journals.sbmu.ac.ir
Abstract Background and Objective: From the beginning of identification and spread of the
new coronavirus disease in the early days of January 2020, there have been global attempts …

Prerequisite for COVID-19 prediction: a review on factors affecting the infection rate

SGH Tang, MHH Hadi, SR Arsad, PJ Ker… - International Journal of …, 2022 - mdpi.com
Since the year 2020, coronavirus disease 2019 (COVID-19) has emerged as the dominant
topic of discussion in the public and research domains. Intensive research has been carried …

EXTENDED PARALLEL PROCESS MODEL IN COVID-19 RISK PERCEPTION AND RISK ASSESSMENT AMONG GENERAL POPULATION.

SB Vijeth, HT Tejasvi, M Kotresh… - European Journal of …, 2021 - go.gale.com
Background: The COVID-19 pandemic has been transmitted worldwide rapidly. Present
study was done to assess perceived risk by EPPM (Extended Parallel Processing Model) …