COVID-19 modeling: A review
L Cao, Q Liu - medRxiv, 2022 - medrxiv.org
The unprecedented and overwhelming SARS-CoV-2 virus and COVID-19 disease
significantly challenged our way of life, society and the economy. Many questions emerge, a …
significantly challenged our way of life, society and the economy. Many questions emerge, a …
Feasibility of SARS-CoV-2 surveillance testing among children and childcare workers at German day care centers: a nonrandomized controlled trial
J Forster, A Streng, P Rudolph, V Rücker… - JAMA Network …, 2022 - jamanetwork.com
Importance Closure of day care centers has been implemented globally to contain the
COVID-19 pandemic but has negative effects on children's health and psychosocial well …
COVID-19 pandemic but has negative effects on children's health and psychosocial well …
PaCAR: COVID-19 pandemic control decision making via large-scale agent-based modeling and deep reinforcement learning
X Guo, P Chen, S Liang, Z Jiao, L Li… - Medical Decision …, 2022 - journals.sagepub.com
Background Policy makers are facing more complicated challenges to balance saving lives
and economic development in the post-vaccination era during a pandemic. Epidemic …
and economic development in the post-vaccination era during a pandemic. Epidemic …
Urban determinants of COVID-19 spread: a comparative study across three cities in New York state
The ongoing pandemic is laying bare dramatic differences in the spread of COVID-19 across
seemingly similar urban environments. Identifying the urban determinants that underlie …
seemingly similar urban environments. Identifying the urban determinants that underlie …
Recursive forecasting for vaccination demand with hybrid feature LSTM considering heterogeneous policies and risk perception
Q Luo, C Yang, J Yang - Expert Systems with Applications, 2023 - Elsevier
Vaccination demand changes rapidly during the pandemic, as the public health policy
evolves and the pandemic develops among different countries and regions. Preprocessing …
evolves and the pandemic develops among different countries and regions. Preprocessing …
Experimental evaluation of a machine learning approach to improve the reproducibility of network simulations
L Liang, H Phan, PJ Giabbanelli - Simulation, 2024 - journals.sagepub.com
A stochastic network simulation is verified when its distribution of outputs is aligned with the
ground truth, while tolerating deviations due to variability in real-world measurements and …
ground truth, while tolerating deviations due to variability in real-world measurements and …
A strategy formulation framework for efficient screening during the early stage of a pandemic
S Wang, Y Zhang, Q Zhang, Q Lu, C Liu… - Tropical Medicine and …, 2023 - mdpi.com
For viruses that can be transmitted by contacts of people, efficiently screening infected
individuals is beneficial for controlling outbreaks rapidly and avoiding widespread diffusion …
individuals is beneficial for controlling outbreaks rapidly and avoiding widespread diffusion …
Moderating effect of a cross-level social distancing policy on the disparity of COVID-19 transmission in the United States
Z Luo, L Li, J Ma, Z Tang, H Shen, H Zhu… - … International Journal of …, 2022 - mdpi.com
Currently, coronavirus disease 2019 (COVID-19) remains a global pandemic, but the
prevention and control of the disease in various countries have also entered the …
prevention and control of the disease in various countries have also entered the …
Modeling the Impact of COVID-19 Mitigation Strategies in Pennsylvania, USA
MG Krauland, MS Roberts - MDM Policy & Practice, 2024 - journals.sagepub.com
Purpose. To estimate the impact on mortality of nonpharmaceutical interventions (NPIs)
implemented early in the COVID-19 pandemic. Methods. We implemented an agent-based …
implemented early in the COVID-19 pandemic. Methods. We implemented an agent-based …
COVID-19 Endemic Plan: Impact of Vaccination and Non-pharmaceutical Interventions with Viral Variants and Waning Immunity Using an Agent-Based Simulation
S Lee, ZB Zabinsky, JN Wasserheit, JM Ross, S Chen… - medRxiv, 2022 - medrxiv.org
Backgrounds Despite the widespread distribution of SARS-CoV-2 vaccines, the COVID-19
pandemic continues with highly contagious variants and waning immunity. Low disease …
pandemic continues with highly contagious variants and waning immunity. Low disease …