This paper is in the following e-collection/theme issue:

Statistical Methods for Surveillance and Population Health (146) JMIR Theme Issue: COVID-19 Special Issue (2388) Infectious Diseases (non-STD/STI) (1478) Surveillance Systems (427) Outbreak and Pandemic Preparedness and Management (1673) Innovative Methods in Public Health and Surveillance (305)

Published on in Vol 7, No 8 (2021): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28195, first published .
Forecasting COVID-19 Hospital Census: A Multivariate Time-Series Model Based on Local Infection Incidence

Forecasting COVID-19 Hospital Census: A Multivariate Time-Series Model Based on Local Infection Incidence

Forecasting COVID-19 Hospital Census: A Multivariate Time-Series Model Based on Local Infection Incidence

Authors of this article:

Hieu M Nguyen1 Author Orcid Image ;   Philip J Turk1 Author Orcid Image ;   Andrew D McWilliams1 Author Orcid Image
Article Authors Cited by (11) Tweetations (3) Metrics

Journals

  1. Borges D, Nascimento M. COVID-19 ICU demand forecasting: A two-stage Prophet-LSTM approach. Applied Soft Computing 2022;125:109181 View
  2. Agrahari A, Singh P, Veer A, Singh A, Vidyarthi A, Khan B. Prognosticating the effect on Unemployment rate in the post-pandemic India via Time-Series Forecasting and Least Squares Approximation. Pattern Recognition Letters 2021;152:172 View
  3. Alsaber A, Setiya P, Al-Sultan A, Pan J. Exploring the impact of air pollution on COVID-19 admitted cases. Japanese Journal of Statistics and Data Science 2022;5(1):379 View
  4. Damone A, Vainieri M, Brunetto M, Bonino F, Nuti S, Ciuti G. Decision-Making Algorithm and Predictive Model to Assess the Impact of Infectious Disease Epidemics on the Healthcare System: The COVID-19 Case Study in Italy. IEEE Journal of Biomedical and Health Informatics 2022;26(8):3661 View
  5. Jr R, Collins J, Murray C. Forecasting the Trajectory of the COVID-19 Pandemic under Plausible Variant and Intervention Scenarios: A Global Modelling Study. SSRN Electronic Journal 2022 View
  6. Murray L, Wilson J, Rodrigues F, Zaric G. Forecasting ICU Census by Combining Time Series and Survival Models. Critical Care Explorations 2023;5(5):e0912 View
  7. KİLİMCİ Z. Consolidation of Time Series Models for the Prediction of XUTEK Index and Technology Stocks in Istanbul Stock Exchange during Pandemic Period. Kocaeli Journal of Science and Engineering 2022;5(2):167 View
  8. Hill D, Alazawi M, Moran E, Bennett L, Bradley I, Collins M, Gobler C, Green H, Insaf T, Kmush B, Neigel D, Raymond S, Wang M, Ye Y, Larsen D. Wastewater surveillance provides 10-days forecasting of COVID-19 hospitalizations superior to cases and test positivity: A prediction study. Infectious Disease Modelling 2023;8(4):1138 View
  9. Reich N, Wang Y, Burns M, Ergas R, Cramer E, Ray E. Assessing the utility of COVID-19 case reports as a leading indicator for hospitalization forecasting in the United States. Epidemics 2023;45:100728 View
  10. Turk P, Anderson W, Burns R, Chou S, Dobbs T, Kearns J, Lirette S, McCarter M, Nguyen H, Passaretti C, Rose G, Stephens C, Zhao J, McWilliams A. A regionally tailored epidemiological forecast and monitoring program to guide a healthcare system in the COVID-19 pandemic. Journal of Infection and Public Health 2024;17(6):1125 View