Dynamic Prognosis Model for Predicting Survival in Severe and Critically Ill COVID-19 Patients Using Machine Learning
Y Wei, J He, J Chen, Y Zhu, J Chen, J Ding, H Wang… - 2020 - researchsquare.com
Background Novel coronavirus disease (COVID-19) is an emerging, rapidly evolving
situation. At present, the prognosis of severe and critically ill patients has become an …
situation. At present, the prognosis of severe and critically ill patients has become an …
[HTML][HTML] A machine learning-based model for survival prediction in patients with severe COVID-19 infection
L Yan, H Zhang, J Goncalves, Y Xiao, M Wang, Y Guo… - 2020 - europepmc.org
The sudden increase of COVID-19 cases is putting a high pressure on healthcare services
worldwide. At the current stage, fast, accurate and early clinical assessment of the disease …
worldwide. At the current stage, fast, accurate and early clinical assessment of the disease …
Machine learning-based scoring System for early prognosis Evaluation of patients with coronavirus disease 2019
HM Zhang, L Shi, HR Chen, JD Zhang… - Infectious Diseases & …, 2023 - mednexus.org
Background: The global spread of coronavirus disease 2019 (COVID-19) continues to
threaten human health security, exerting considerable pressure on healthcare systems …
threaten human health security, exerting considerable pressure on healthcare systems …
Development and validation of prognosis model of mortality risk in patients with COVID-19
This study aimed to identify clinical features for prognosing mortality risk using machine-
learning methods in patients with coronavirus disease 2019 (COVID-19). A retrospective …
learning methods in patients with coronavirus disease 2019 (COVID-19). A retrospective …
[PDF][PDF] Prediction of survival for severe Covid-19 patients with three clinical features: development of a machine learning-based prognostic model with clinical data in …
L Yan, HT Zhang, Y Xiao, M Wang, C Sun, J Liang… - MedRxiv, 2020 - scholar.archive.org
The swift spread of COVID-19 epidemic has attracted worldwide attentions since Dec., 2019.
Till date, 77,041 confirmed Chinese cases have been reported by National Health …
Till date, 77,041 confirmed Chinese cases have been reported by National Health …
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 …
[HTML][HTML] A model to predict the risk of mortality in severely ill COVID-19 patients
B Chen, HQ Gu, Y Liu, G Zhang, H Yang, H Hu… - Computational and …, 2021 - Elsevier
Background To investigate and select the useful prognostic parameters to develop and
validate a model to predict the mortality risk for severely and critically ill patients with the …
validate a model to predict the mortality risk for severely and critically ill patients with the …
An early novel prognostic model for predicting 80-day survival of patients with COVID-19
Y Chen, J Gong, G He, Y Jie, J Chen, Y Wu… - Frontiers in Cellular …, 2022 - frontiersin.org
The outbreak of the novel coronavirus disease 2019 (COVID-19) has had an unprecedented
impact worldwide, and it is of great significance to predict the prognosis of patients for …
impact worldwide, and it is of great significance to predict the prognosis of patients for …
Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method
S Li, Y Lin, T Zhu, M Fan, S Xu, W Qiu, C Chen… - Neural Computing and …, 2023 - Springer
To predict the mortality of patients with coronavirus disease 2019 (COVID-19). We collected
clinical data of COVID-19 patients between January 18 and March 29 2020 in Wuhan …
clinical data of COVID-19 patients between January 18 and March 29 2020 in Wuhan …
Optimal Prognostic Accuracy: Machine Learning Approaches for COVID-19 Prognosis with Biomarkers and Demographic Information
The global emergence of the unprecedented COVID-19 pandemic in late 2019 has led to
millions of infections and thousands of fatalities, profoundly affecting various aspects of life …
millions of infections and thousands of fatalities, profoundly affecting various aspects of life …