Comparative study of a mathematical epidemic model, statistical modeling, and deep learning for COVID-19 forecasting and management
The COVID-19 pandemic has caused a global crisis with 47,209,305 confirmed cases and
1,209,505 confirmed deaths worldwide as of November 2, 2020. Forecasting confirmed …
1,209,505 confirmed deaths worldwide as of November 2, 2020. Forecasting confirmed …
[HTML][HTML] Incorporating endogenous human behavior in models of COVID-19 transmission: A systematic scoping review
A Hamilton, F Haghpanah, A Tulchinsky, N Kipshidze… - Dialogues in Health, 2024 - Elsevier
Background During the COVID-19 pandemic there was a plethora of dynamical forecasting
models created, but their ability to effectively describe future trajectories of disease was …
models created, but their ability to effectively describe future trajectories of disease was …
How effective is a traffic control policy in blocking the spread of COVID-19? A case study of Changsha, China
(1) Background: COVID-19 is still affecting people's daily lives. In the past two years of
epidemic control, a traffic control policy has been an important way to block the spread of the …
epidemic control, a traffic control policy has been an important way to block the spread of the …
Evolution and consequences of individual responses during the COVID-19 outbreak
In a long-lasting major disease outbreak such as that of COVID-19, the challenge for public
health authorities is to keep people motivated and keen on following safety guidelines. In …
health authorities is to keep people motivated and keen on following safety guidelines. In …
Modelling the effects of social distancing, antiviral therapy, and booster shots on mitigating Omicron spread
As the COVID-19 situation changes because of emerging variants and updated vaccines, an
elaborate mathematical model is essential in crafting proactive and effective control …
elaborate mathematical model is essential in crafting proactive and effective control …
EPIPOL: An Epidemiological Patterns of Life Simulation (Demonstration Paper)
This paper introduces the EPIPOL disease simulation model, constructed upon the Patterns-
of-life simulation, designed to produce human trajectory data. Over recent years, a surge in …
of-life simulation, designed to produce human trajectory data. Over recent years, a surge in …
[HTML][HTML] Managing bed capacity and timing of interventions: a COVID-19 model considering behavior and underreporting
We develop a mathematical model considering behavioral changes and underreporting to
describe the first major COVID-19 wave in Metro Manila, Philippines. Key parameters are …
describe the first major COVID-19 wave in Metro Manila, Philippines. Key parameters are …
Managing bed capacity and timing of interventions: a COVID-19 model considering behavior and underreporting
VMP Mendoza, R Mendoza, Y Ko, J Lee, E Jung - medRxiv, 2022 - medrxiv.org
Introduction At the start of the pandemic, the Philippine capital Metro Manila was placed
under a strict lockdown termed Enhanced Community Quarantine (ECQ). When ECQ was …
under a strict lockdown termed Enhanced Community Quarantine (ECQ). When ECQ was …
[PDF][PDF] Modeling behavior change and underreporting in the early phase of COVID-19 pandemic in Metro Manila, Philippines
When the Philippine government eased the community quarantine restrictions on June
2020, the healthcare system was overwhelmed by the surge in coronavirus disease 2019 …
2020, the healthcare system was overwhelmed by the surge in coronavirus disease 2019 …