Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
Integrating prior epidemiological knowledge embedded within mechanistic models with the
data-mining capabilities of artificial intelligence (AI) offers transformative potential for …
data-mining capabilities of artificial intelligence (AI) offers transformative potential for …
A pathfinding algorithm for lowering infection exposure of healthcare personnel working in makeshift hospitals
Due to the recent COVID-19 outbreak, makeshift (MS) hospitals have become an important
feature in healthcare systems worldwide. Healthcare personnel (HCP) need to be able to …
feature in healthcare systems worldwide. Healthcare personnel (HCP) need to be able to …
A combined neural ODE-Bayesian optimization approach to resolve dynamics and estimate parameters for a modified SIR model with immune memory
D Liu, A Sopasakis - Heliyon, 2024 - cell.com
We propose a novel hybrid approach that integrates Neural Ordinary Differential Equations
(NODEs) with Bayesian optimization to address the dynamics and parameter estimation of a …
(NODEs) with Bayesian optimization to address the dynamics and parameter estimation of a …
Scenario Analysis of Vaccine Supply for COVID-19 in Japan Using Mathematical Models of Infectious Diseases
J Kim, K Matsunami, Y Ichida, K Okamura… - Journal of Chemical …, 2024 - Taylor & Francis
Vaccines suppress the increased spread of infectious diseases or the number of severe
cases. Considerable research and development yielded several vaccines against …
cases. Considerable research and development yielded several vaccines against …
[PDF][PDF] A Pathfinding Algorithm for Lowering Infection Exposure of Healthcare Personnel Working in Makeshift Hospitals. Healthcare 2022, 10, 344
B Rolle, R Kiran, J Straub - 2022 - researchgate.net
Due to the recent COVID-19 outbreak, makeshift (MS) hospitals have become an important
feature in healthcare systems worldwide. Healthcare personnel (HCP) need to be able to …
feature in healthcare systems worldwide. Healthcare personnel (HCP) need to be able to …