[HTML][HTML] A machine learning based exploration of COVID-19 mortality risk

M Mahdavi, H Choubdar, E Zabeh, M Rieder… - Plos one, 2021 - journals.plos.org
Early prediction of patient mortality risks during a pandemic can decrease mortality by
assuring efficient resource allocation and treatment planning. This study aimed to develop …

[HTML][HTML] Machine learning based clinical decision support system for early COVID-19 mortality prediction

A Karthikeyan, A Garg, PK Vinod… - Frontiers in public …, 2021 - frontiersin.org
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 …

[HTML][HTML] Predicting CoVID-19 community mortality risk using machine learning and development of an online prognostic tool

AK Das, S Mishra, SS Gopalan - PeerJ, 2020 - peerj.com
Background The recent pandemic of CoVID-19 has emerged as a threat to global health
security. There are very few prognostic models on CoVID-19 using machine learning …

[HTML][HTML] Machine learning based early warning system enables accurate mortality risk prediction for COVID-19

Y Gao, GY Cai, W Fang, HY Li, SY Wang… - Nature …, 2020 - nature.com
Soaring cases of coronavirus disease (COVID-19) are pummeling the global health system.
Overwhelmed health facilities have endeavored to mitigate the pandemic, but mortality of …

[HTML][HTML] An interpretable mortality prediction model for COVID-19 patients

L Yan, HT Zhang, J Goncalves, Y Xiao… - Nature machine …, 2020 - nature.com
The sudden increase in COVID-19 cases is putting high pressure on healthcare services
worldwide. At this stage, fast, accurate and early clinical assessment of the disease severity …

[HTML][HTML] Comparing machine learning algorithms for predicting COVID-19 mortality

K Moulaei, M Shanbehzadeh… - BMC medical informatics …, 2022 - Springer
Background The coronavirus disease (COVID-19) hospitalized patients are always at risk of
death. Machine learning (ML) algorithms can be used as a potential solution for predicting …

[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 …

Clinical and inflammatory features based machine learning model for fatal risk prediction of hospitalized COVID-19 patients: results from a retrospective cohort study

X Guan, B Zhang, M Fu, M Li, X Yuan, Y Zhu… - Annals of …, 2021 - Taylor & Francis
Objectives To appraise effective predictors for COVID-19 mortality in a retrospective cohort
study. Methods A total of 1270 COVID-19 patients, including 984 admitted in Sino French …

[HTML][HTML] Early risk assessment for COVID-19 patients from emergency department data using machine learning

FS Heldt, MP Vizcaychipi, S Peacock, M Cinelli… - Scientific reports, 2021 - nature.com
Since its emergence in late 2019, the severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2) has caused a pandemic with more than 55 million reported cases and 1.3 …

[HTML][HTML] Machine learning prediction for mortality of patients diagnosed with COVID-19: a nationwide Korean cohort study

C An, H Lim, DW Kim, JH Chang, YJ Choi, SW Kim - Scientific reports, 2020 - nature.com
The rapid spread of COVID-19 has resulted in the shortage of medical resources, which
necessitates accurate prognosis prediction to triage patients effectively. This study used the …