A data-driven hybrid ensemble AI model for COVID-19 infection forecast using multiple neural networks and reinforced learning

W Jin, S Dong, C Yu, Q Luo - Computers in Biology and Medicine, 2022 - Elsevier
The COVID-19 outbreak poses a huge challenge to international public health. Reliable
forecast of the number of cases is of great significance to the planning of health resources …

[HTML][HTML] If you build it, will they come? Is test site availability a root cause of geographic disparities in COVID-19 testing?

B Hendricks, BS Price, T Dotson, W Kimble, S Davis… - Public Health, 2023 - Elsevier
Objectives The purpose of this study was to examine the relationship between test site
availability and testing rate within the context of social determinants of health. Study design …

[HTML][HTML] Factors Associated With Surveillance Testing in Individuals With COVID-19 Symptoms During the Last Leg of the Pandemic: Multivariable Regression …

T Dotson, B Price, B Witrick, S Davis… - JMIR Public Health …, 2024 - publichealth.jmir.org
Background: Rural underserved areas facing health disparities have unequal access to
health resources. By the third and fourth waves of SARS-CoV-2 infections in the United …

Enhanced SARS-CoV-2 case prediction using public health data and machine learning models

BS Price, M Khodaverdi, B Hendricks, GS Smith… - JAMIA …, 2024 - academic.oup.com
Objectives The goal of this study is to propose and test a scalable framework for machine
learning (ML) algorithms to predict near-term severe acute respiratory syndrome coronavirus …

Novel Strategies to Increase COVID-19 Testing Among Underserved and Vulnerable Populations in West Virginia

S Whanger, SK Davis, E Kemper… - … Journal of Public …, 2022 - ajph.aphapublications.org
This project addressed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
testing barriers in rural West Virginia by providing testing enhancements that included (1) a …

Advanced Techniques in Time Series Forecasting: From Deterministic Models to Deep Learning

X Bai - 2024 - researchrepository.wvu.edu
Advanced Techniques in Time Series Forecasting: From Deterministic Models to Deep
Learning Page 1 Graduate Theses, Dissertations, and Problem Reports 2024 Advanced …