Zhong-Zhuo Xu

From Regression to Deep Learning: Advances, Challenges and Future Prospects in Epidemic Prediction

: To mitigate and prevent the negative global impacts of epidemics like COVID-19, humanity urgently requires reliable pandemic models to support containment strategies. This paper reviews recent advances in statistical, traditional machine learning, and deep learning models applied to epidemic forecasting and risk asse...