Fig 3. Diagram of a two-branch neural network model for ILI dynamics prediction.

The model combines ILI historical estimates encoded using one LSTM layer on the left and social media predictors (ILI + SM) encoded using another LSTM layer on the right to forecast ILI dynamics in weeks.