2025
DOI: 10.1109/ojemb.2024.3455801
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An Integrated Framework for Infectious Disease Control Using Mathematical Modeling and Deep Learning

Mohammed Salman,
Pradeep Kumar Das,
Sanjay Kumar Mohanty

Abstract: Infectious diseases are a major global public health concern. Precise modeling and prediction methods are essential to develop effective strategies for disease control. However, data imbalance and the presence of noise and intensity inhomogeneity make disease detection more challenging. Goal: In this article, a novel infectious disease pattern prediction system is proposed by integrating deterministic and stochastic model benefits with the benefits of the deep learning model. … Show more

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