Machine learning model for predicting the length of stay in the intensive care unit for Covid-19 patients in the eastern province of Saudi Arabia-Reference-Cited by-同舟云学术

Machine learning model for predicting the length of stay in the intensive care unit for Covid-19 patients in the eastern province of Saudi Arabia

Published:2022 Issue: Volume:30 Page:100937
ISSN:2352-9148
Container-title:Informatics in Medicine Unlocked
language:en
Short-container-title:Informatics in Medicine Unlocked

Author:

Alabbad Dina A.^ORCID,Almuhaideb Abdullah M.,Alsunaidi Shikah J.,Alqudaihi Kawther S.,Alamoudi Fatimah A.,Alhobaishi Maha K.,Alaqeel Naimah A.,Alshahrani Mohammed S.

Funder

Deanship of Scientific Research, King Saud University

University of Dammam

Publisher

Elsevier BV

Subject

Health Informatics

Reference47 articles.

1. The shortage of hospital beds for COVID-19 and non-COVID-19 patients during the lockdown of Wuhan, China;Zhuang;Ann Transl Med,2021

2. A closer look into global hospital beds capacity and resource shortages during the COVID-19 pandemic;Sen-Crowe;J Surg Res,2021

3. Association of intensive care unit patient load and demand with mortality rates in US department of Veterans Affairs hospitals during the COVID-19 pandemic;Bravata;JAMA Netw Open,2021

4. Managing intensive care admissions when there are not enough beds during the COVID-19 pandemic: a systematic review;Tyrrell;Thorax,2021

5. Choosing which COVID-19 patient to save? The ethical triage and rationing dilemma;Jaziri;Ethics, Med. Public Heal.,2020

Cited by 21 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Prognosis of COVID-19 severity using DERGA, a novel machine learning algorithm;European Journal of Internal Medicine;2024-07

2. Machine learning-based prediction of length of stay (LoS) in the neonatal intensive care unit using ensemble methods;Neural Computing and Applications;2024-05-07

3. Machine Learning First Response to COVID-19: A Systematic Literature Review of Clinical Decision Assistance Approaches during Pandemic Years from 2020 to 2022;Electronics;2024-03-07

4. LoSNet: A Tailored Deep Neural Network Framework for Precise Length of Stay Prediction in Disease-Specific Hospitalization;Procedia Computer Science;2024

5. A forecasting approach for hospital bed capacity planning using machine learning and deep learning with application to public hospitals;Healthcare Analytics;2023-12