Neural Network-Enhanced Disease Spread Dynamics Over Time and Space

RL Caga-anan - arXiv preprint arXiv:2410.20592, 2024 - arxiv.org
This study presents a neural network-enhanced approach to modeling disease spread
dynamics over time and space. Neural networks are used to estimate time-varying …

Qualitative analysis of a Mathematical model of COVID-19 with intervention strategies in the Philippines

RN Apdo, RN Paluga - Jambura Journal of Biomathematics (JJBM …, 2023 - ejurnal.ung.ac.id
This paper focuses on the development of a mathematical model to analyze the
transmission dynamics of COVID-19 in the Philippines, where the pandemic has significantly …

Identifying COVID-19 Confirmed Patients at Elevated Risk for Mortality and Need of Mechanical Ventilation Using a Novel Criteria for Hyperinflammatory Syndrome: A …

JRD Descalsota, AWR Cana… - Acta Medica …, 2024 - actamedicaphilippina.upm.edu.ph
Background and Objectives. A mounting evidence links dysregulated immune response to
cases of fatal pneumonia seen in COVID-19 infection. We aimed to validate the COVID-19 …