Estimates of Solutions for Integro‐Differential Equations in Epidemiological Modeling
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DOI: 10.1002/mma.10900
Abstract: Integro‐differential equations (IDE) have been applied in a variety of areas of research, including epidemiology. Recently, IDE systems were applied to study dengue fever transmission dynamics at the population level. In this study, we extend… read more here.
Keywords: estimates solutions; differential equations; equations epidemiological; integro differential ... See more keywords
Bayesian epidemiological modeling over high-resolution network data.
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DOI: 10.1016/j.epidem.2020.100399
Abstract: Mathematical epidemiological models have a broad use, including both qualitative and quantitative applications. With the increasing availability of data, large-scale quantitative disease spread models can nowadays be formulated. Such models have a great potential, e.g.,… read more here.
Keywords: bayesian epidemiological; epidemiological modeling; model; network data ... See more keywords
Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
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DOI: 10.1038/s41467-024-55461-x
Abstract: Integrating prior epidemiological knowledge embedded within mechanistic models with the data-mining capabilities of artificial intelligence (AI) offers transformative potential for epidemiological modeling. While the fusion of AI and traditional mechanistic approaches is rapidly advancing, efforts… read more here.
Keywords: artificial intelligence; intelligence mechanistic; scoping review; epidemiological modeling ... See more keywords