Prediction models for covid-19 integrating age groups, gender, and underlying conditions
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 …
worldwide, and the loss of trillions of dollars for many large economies. It poses a grave …
[HTML][HTML] Prediction of COVID-19 data using hybrid modeling approaches
W Zhao, Y Sun, Y Li, W Guan - Frontiers in public health, 2022 - frontiersin.org
A major emphasis is the dissemination of COVID-19 across the country's many regions and
provinces. Using the present COVID-19 pandemic as a guide, the researchers suggest a …
provinces. Using the present COVID-19 pandemic as a guide, the researchers suggest a …
[HTML][HTML] Using machine learning algorithms to develop a clinical decision-making tool for COVID-19 inpatients
A Vepa, A Saleem, K Rakhshan… - International journal of …, 2021 - mdpi.com
Background: Within the UK, COVID-19 has contributed towards over 103,000 deaths.
Although multiple risk factors for COVID-19 have been identified, using this data to improve …
Although multiple risk factors for COVID-19 have been identified, using this data to improve …
[HTML][HTML] Risk factors for severe COVID-19 differ by age for hospitalized adults
Risk stratification for hospitalized adults with COVID-19 is essential to inform decisions
about individual patients and allocation of resources. So far, risk models for severe COVID …
about individual patients and allocation of resources. So far, risk models for severe COVID …
Prediction of COVID-19 individual susceptibility using demographic data: A case study on Saudi Arabia
A Althnian, A Abou Elwafa, N Aloboud… - Procedia Computer …, 2020 - Elsevier
The transmission dynamics of COVID-19 depend largely on the structure of the underlying
contact network and individuals susceptibility. The latter factor is a primary concern of Covid …
contact network and individuals susceptibility. The latter factor is a primary concern of Covid …
[HTML][HTML] COVID mortality prediction with machine learning methods: a systematic review and critical appraisal
More than a year has passed since the report of the first case of coronavirus disease 2019
(COVID), and increasing deaths continue to occur. Minimizing the time required for resource …
(COVID), and increasing deaths continue to occur. Minimizing the time required for resource …
[HTML][HTML] COVID-19 global risk: Expectation vs. reality
Background and Objective: COVID-19 has engulfed the entire world, with many countries
struggling to contain the pandemic. In order to understand how each country is impacted by …
struggling to contain the pandemic. In order to understand how each country is impacted by …
[HTML][HTML] Machine learning based clinical decision support system for early COVID-19 mortality prediction
The coronavirus disease 2019 (COVID-19), caused by the virus SARS-CoV-2, is an acute
respiratory disease that has been classified as a pandemic by the World Health …
respiratory disease that has been classified as a pandemic by the World Health …
[HTML][HTML] Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in south Florida
The SARS-CoV-2 (COVID-19) pandemic has created substantial health and economic
burdens in the US and worldwide. As new variants continuously emerge, predicting critical …
burdens in the US and worldwide. As new variants continuously emerge, predicting critical …
Machine-learning models for predicting survivability in COVID-19 patients
ID Acheme, OR Vincent - Data Science for COVID-19, 2021 - Elsevier
COVID-19 is a disease currently ravaging the world, bringing unprecedented health and
economic challenges to several nations. There are presently close to five million reported …
economic challenges to several nations. There are presently close to five million reported …