Works (9)
Updated: May 1st, 2024 05:57
2024 journal article
COVSIM: A stochastic agent-based COVID-19 SIMulation model for North Carolina
Epidemics.
doi.org (publisher)
Source: ORCID
Added: March 1, 2024
2024 journal article
Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub
PLOS MEDICINE, 21(4).
Sources: Web Of Science, NC State University Libraries
Added: April 29, 2024
2023 journal article
Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty
NATURE COMMUNICATIONS, 14(1).
TL;DR:
Scenarios remained close to reality for 22 weeks on average before the arrival of unanticipated SARS-CoV-2 variants invalidated key assumptions, and an ensemble of participating models that preserved variation between models was consistently more reliable than any single model in periods of valid scenario assumptions, while projection interval coverage was near target levels.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: February 26, 2024
2023 article
Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design
Runge, M. C., Shea, K., Howerton, E., Yan, K., Hochheiser, H., Rosenstrom, E., … Viboud, C. (2023, October 12).
TL;DR:
A framework for scenario design in epidemiology is proposed, identifying six different fundamental purposes for scenario designs (decision making, sensitivity analysis, value of information, situational awareness, horizon scanning, and forecasting) and how those purposes guide the structure of scenarios.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Source: ORCID
Added: February 1, 2024
2022 article
COULD EARLIER AVAILABILITY OF BOOSTERS AND PEDIATRIC VACCINES HAVE REDUCED IMPACT OF COVID-19?
2022 WINTER SIMULATION CONFERENCE (WSC), pp. 1092–1103.
TL;DR:
The results of the simulation model suggest that the timing of childhood vaccination and booster efforts could have resulted in a reduced disease burden and that prioritizing childhood vaccinations would most effectively reduce disease spread.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(OpenAlex)
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: September 5, 2023
2022 article
Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model
Rosenstrom, E., Meshkinfam, S., Ivy, J. S., Goodarzi, S. H., Capan, M., Huddleston, J., & Romero-Brufau, S. (2022, July 22). DECISION ANALYSIS, Vol. 7.
author keywords: clinical decision support; sepsis treatment; electronic health records; continuous-time Markov decision process; optimal stopping problem
TL;DR:
A continuous-time Markov decision process (MDP) optimal stopping model is developed that identifies the optimal first intervention action (anti-infective, fluid, or wait) and an easily interpretable initial treatment heuristic that considers a patient’s organ dysfunction, location, and septic shock status is defined.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 8, 2022
2022 journal article
Vaccinating children against COVID-19 is crucial to protect schools and communities
PNAS Nexus.
Ed(s): S. Galea
TL;DR:
A stochastic, agent-based simulation of North Carolina to test 24 health policy scenarios suggests that high vaccination uptake among both children and adults is necessary to mitigate the increase in infections from mask removal in schools and workplaces.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Source: ORCID
Added: June 10, 2022
2021 journal article
Association of Simulated COVID-19 Vaccination and Nonpharmaceutical Interventions With Infections, Hospitalizations, and Mortality
JAMA NETWORK OPEN, 4(6).
MeSH headings : Adult; COVID-19 / epidemiology; COVID-19 / prevention & control; COVID-19 / transmission; COVID-19 Vaccines / pharmacology; Communicable Disease Control / methods; Communicable Disease Control / organization & administration; Communicable Disease Control / statistics & numerical data; Computer Simulation; Disease Transmission, Infectious / prevention & control; Female; Hospitalization / statistics & numerical data; Humans; Male; Mass Vaccination / organization & administration; Mass Vaccination / statistics & numerical data; Mortality; North Carolina / epidemiology; Risk Assessment / methods; Risk Assessment / statistics & numerical data; SARS-CoV-2; Treatment Outcome; Vaccination Coverage / organization & administration; Vaccination Coverage / statistics & numerical data
TL;DR:
Findings highlight the need for high COVID-19 vaccine coverage and continued adherence to NPIs before safely resuming many prepandemic activities.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: June 10, 2021
2021 article
Mask Interventions in K12 Schools Can Also Reduce Community Transmission in Fall 2021
Mele, J., Rosenstrom, E., Ivy, J., Mayorga, M., Patel, M. D., & Swann, J. (2021, September 15). (Vol. 9). Vol. 9.
TL;DR:
It is shown that given the current vaccination rates within the community, the best option for children and the general population is to employ consistent high-quality masking, and use social distancing where possible.
(via Semantic Scholar)
Source: ORCID
Added: September 16, 2021
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