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Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
Title
Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
Author
Thill, Jean-Claude, Janies, Daniel, Chen, Shi, Paul, Rajib
Date Created
2021
Subjects--Topical
Deep learning (Machine learning), COVID-19 (Disease)
Description
Background: Mathematical models are powerful tools to study COVID-19. However, one fundamental challenge in current modeling approaches is the lack of accurate and comprehensive data. Complex epidemiological systems such as COVID-19 are especially...
Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination
Title
Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination
Author
Thill, Jean-Claude, Janies, Daniel, Chen, Shi
Date Created
2022
Subjects--Topical
COVID-19 (Disease), Vaccination
Description
In Spring 2021, the highly transmissible SARS-CoV-2 Delta variant began to cause increases in cases, hospitalizations, and deaths in parts of the United States. At the time, with slowed vaccination uptake, this novel variant was expected to increa...
An exploratory study of digital inequities and work in the redevelopment of a southeastern American city
Title
An exploratory study of digital inequities and work in the redevelopment of a southeastern American city
Author
Crocker, Tianca, Whitlow, Clysha, Cooper, Haley, Patrick, Claire, Padilla, Avangelyne, Jammal, Mia, Ince, Rebecca
Date Created
2022
Subjects--Topical
Labor market, Labor market--Social aspects, Marginality, Social, Marginality, Social--Economic aspects
Description
Nearly 6 million workers support the multi-billion-dollar digital economy as one of the fastest-growing sectors in the U.S. labor market. Middle-skill jobs in the digital economy sector that pay higher wages and do not require a bachelor’s degree ...
Do socioeconomic factors drive Aedes mosquito vectors and their arboviral diseases? A systematic review of dengue, chikungunya, yellow fever, and Zika virus
Title
Do socioeconomic factors drive Aedes mosquito vectors and their arboviral diseases? A systematic review of dengue, chikungunya, yellow fever, and Zika virus
Author
Delmelle, Eric, Whiteman, Ari, Loaiza, Jose R., Yee, Donald A., Poh, Karen C., Watkins, Alexandria S., Lucas, Keira J., Rapp, Tyler J., Kline, Lillie, Ahmed, Ayman, Chen, Shi, Oguzie, Judith Uche
Subjects--Topical
Arbovirus infections, Virus diseases--Transmission
Description
As the threat of arboviral diseases continues to escalate worldwide, the question of, “What types of human communities are at the greatest risk of infection?” persists as a key gap in the existing knowledge of arboviral diseases transmission dynam...
Spatial analytics based on confidential data for strategic planning in urban health departments
Title
Spatial analytics based on confidential data for strategic planning in urban health departments
Author
Thill, Jean-Claude, Yonto, Daniel, Issel, L. Michele
Date Created
2019
Subjects--Topical
Public health, Data protection
Description
Spatial data analytics can detect patterns of clustering of events in small geographies across an urban region. This study presents and demonstrates a robust research design to study the longitudinal stability of spatial clustering with small case...
Impact of SARS-CoV-2 vaccination of children ages 5-11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021-March 2022 : A multi-model study
Title
Impact of SARS-CoV-2 vaccination of children ages 5-11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021-March 2022 : A multi-model study
Author
Janies, Daniel, Chen, Shi, Thill, Jean-Claude
Date Created
2023
Subjects--Topical
Communicable diseases, COVID-19 (Disease)
Description
Background The COVID-19 Scenario Modeling Hub convened nine modeling teams to project the impact of expanding SARS-CoV-2 vaccination to children aged 5-11 years on COVID-19 burden and resilience against variant strains. Methods Teams contributed s...
A novel sampling method to measure socioeconomic drivers of Aedes albopictus distribution in Mecklenburg County, North Carolina
Title
A novel sampling method to measure socioeconomic drivers of Aedes albopictus distribution in Mecklenburg County, North Carolina
Author
Whiteman, Ari, Delmelle, Eric, Rapp, Tyler, Chen, Shi
Date Created
2018
Subjects--Topical
Mosquitoes as carriers of disease, Public health
Description
Climate change, urbanization, and globalization have facilitated the spread of Aedes mosquitoes into regions that were previously unsuitable, causing an increased threat of arbovirus transmission on a global scale. While numerous studies have addr...
An epidemiologic analysis of associations between county-level per capita income, unemployment rate, and COVID-19 vaccination rates in the United States
Title
An epidemiologic analysis of associations between county-level per capita income, unemployment rate, and COVID-19 vaccination rates in the United States
Author
Gao, Jingjing, Guo, Yuqi, Kaniuka, Andrea, Sims, Omar T.
Date Created
2022
Subjects--Topical
COVID-19 (Disease), COVID-19 (Disease)--Vaccination
Description
The purpose of this longitudinal study was to examine associations between per capita income, unemployment rates, and COVID-19 vaccination rates at the county-level across the United States (U.S.), as well as to identify the interaction effects be...