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 …
COVID-19 patient health prediction using boosted random forest algorithm
Integration of artificial intelligence (AI) techniques in wireless infrastructure, real-time
collection, and processing of end-user devices is now in high demand. It is now superlative …
collection, and processing of end-user devices is now in high demand. It is now superlative …
Prerequisite for COVID-19 prediction: a review on factors affecting the infection rate
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 …
topic of discussion in the public and research domains. Intensive research has been carried …
Analytics and prediction modeling during the COVID-19 pandemic
DW Challener, SC Dowdy… - Mayo Clinic …, 2020 - mayoclinicproceedings.org
The ongoing coronavirus disease 2019 (COVID-19) worldwide pandemic has generated
substantial interest in mathematical and predictive modeling for infectious diseases. These …
substantial interest in mathematical and predictive modeling for infectious diseases. These …
Identifying predictors of COVID-19 mortality using machine learning
TK Wan, RX Huang, TW Tulu, JD Liu, A Vodencarevic… - Life, 2022 - mdpi.com
(1) Background: Coronavirus disease 2019 (COVID-19) is a dominant, rapidly spreading
respiratory disease. However, the factors influencing COVID-19 mortality still have not been …
respiratory disease. However, the factors influencing COVID-19 mortality still have not been …
Machine Learning‐Based Model to Predict the Disease Severity and Outcome in COVID‐19 Patients
The novel coronavirus (COVID‐19) outbreak produced devastating effects on the global
economy and the health of entire communities. Although the COVID‐19 survival rate is high …
economy and the health of entire communities. Although the COVID‐19 survival rate is high …
[HTML][HTML] Clinical diagnosis of severe COVID-19: A derivation and validation of a prediction rule
BACKGROUND The widespread coronavirus disease 2019 (COVID-19) has led to high
morbidity and mortality. Therefore, early risk identification of critically ill patients remains …
morbidity and mortality. Therefore, early risk identification of critically ill patients remains …
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 …
infection severity of individuals are extremely valuable for the informed decision-making and …
Modeling and predicting the spread of COVID-19: a continental analysis
The world is currently overwhelmed with the perils of the outbreak of the coronavirus
disease 2019 (COVID-19) pandemic. As of May 18, 2020, there were 4,819,102 confirmed …
disease 2019 (COVID-19) pandemic. As of May 18, 2020, there were 4,819,102 confirmed …
Systematic review and critical appraisal of prediction models for diagnosis and prognosis of COVID-19 infection
Objective To review and critically appraise published and preprint reports of models that aim
to predict either (i) presence of existing COVID-19 infection,(ii) future complications in …
to predict either (i) presence of existing COVID-19 infection,(ii) future complications in …