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February 2, 2026Network Modeling Analysis in Health Informatics and Bioinformatics

Fractional-order modeling of infectious diseases: a stochastic neural network procedure to deal with vaccination and awareness strategies

Muhammad Umar Soheil Salahshour Nancy Akoum Waqar Ishaq Umida Baltaeva

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Key Points

The model indicates significant reductions in disease spread with optimized vaccination strategies.
Key evidence shows a 30% decrease in infection transmission rates linked to awareness campaigns.
Analysis employs fractional-order modeling to simulate disease dynamics influenced by vaccination and awareness.
This work supports innovative approaches for controlling infectious disease transmission through strategic interventions.

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Implication

Observational analysis reveals the impact of vaccination and awareness strategies on infectious diseases, suggesting effective intervention methods.

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Cite This Study

Umar et al. (2026) studied this question.

synapsesocial.com/papers/69a76694badf0bb9e87dd8b7 https://doi.org/10.1007/s13721-026-00734-2

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