TDEFSI: Theory Guided Deep Learning Based Epidemic Forecasting with Synthetic Information

Lijing Wang, Jiangzhuo Chen, Madhav Marathe

Influenza-like illness (ILI) places a heavy social and economic burden on our society. Traditionally, ILI surveillance data is updated weekly and provided at a spatially coarse res…