Disease Risk Assessment and Prediction
Related Papers:
- Mutong Liu, Yang Liu, Ly Po, Shang Xia, Rekol Huy, Xiao-Nong Zhou, and Jiming Liu. (2023). Assessing the spatiotemporal malaria transmission intensity with heterogeneous risk factors: A modeling study in Cambodia. Infectious Disease Modelling, 8(1), 253-269. [paper]
- Jinfu Ren*, Mutong Liu*, Yang Liu, and Jiming Liu (2022). Optimal resource allocation with spatiotemporal transmission discovery for effective disease control. Infectious diseases of poverty, 11(1), 1-11. [paper]
Epidemic Prediction
Related Papers:
- Mutong Liu, Yang Liu, and Jiming Liu (2025). Machine Learning for Infectious Disease Risk Prediction: A Survey. ACM Computing Survey Just Accepted (February 2025). https://doi.org/10.1145/3719663.
- Mutong Liu, Yang Liu, Jiming Liu (2023). Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM ‘23). [poster] [code]
Disease Control and Resource Allocation
Related Papers:
- Jinfu Ren*, Mutong Liu*, Yang Liu, and Jiming Liu (2022). Optimal resource allocation with spatiotemporal transmission discovery for effective disease control. Infectious diseases of poverty, 11(1), 1-11. [paper]