most citedA Review of Graph Neural Networks in Epidemic Modeling

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cs.LG2024

Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph

Guancheng Wan, Zewen Liu, Max S. Y. Lau +2

Effective epidemic forecasting is critical for public health strategies and efficient medical resource allocation, especially in the face of rapidly spreading infectious diseases.…

cs.LG2024★ 2 cited

A Review of Graph Neural Networks in Epidemic Modeling

Zewen Liu, Guancheng Wan, B. Aditya Prakash +2

Since the onset of the COVID-19 pandemic, there has been a growing interest in studying epidemiological models. Traditional mechanistic models mathematically describe the transmiss…