no code implementations • 10 Mar 2024 • Nhat Thanh Tran, Jack Xin, Guofa Zhou
Dengue fever is one of the most deadly mosquito-born tropical infectious diseases.
no code implementations • 23 Jan 2022 • Zhijian Li, Jack Xin, Guofa Zhou
We developed an integrated recurrent neural network and nonlinear regression spatio-temporal model for vector-borne disease evolution.
no code implementations • 18 Oct 2020 • Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou
For edge feature, we design an RNN model to capture the neighboring effect and regularize the landscape of loss function so that local minima are effective and robust for prediction.
no code implementations • 14 Jul 2020 • Zhijian Li, Yunling Zheng, Jack Xin, Guofa Zhou
Modeling the trend of infection and real-time forecasting of cases can help decision making and control of the disease spread.