Table 1 Modules and features description for Section 2.1
From: Attention-based recurrent neural network for influenza epidemic prediction
Module name | Feature name | Description |
|---|---|---|
Legal influenza cases report module | Legal influenza cases numbers | The number of influenza cases in the national infectious disease reporting system. |
Epidemic monitoring module | Influenza outbreaks numbers | More than 10 influenza-like cases occurred within one week in the same unit. |
Affected cases numbers | The total number of people affected by the epidemic. | |
Symptom monitoring module | Influenza-like cases numbers (0-5 age) | The number of influenza-like cases (0-5 age). |
Influenza-like cases numbers (5-15 age) | The number of influenza-like cases (5-15 age). | |
Influenza-like cases numbers (15-25 age) | The number of influenza-like cases (15-25 age). | |
Influenza-like cases numbers (25-60 age) | The number of influenza-like cases (25-60 age). | |
Influenza-like cases numbers (> 60 age) | The number of influenza-like cases (over 60 age). | |
Total influenza-like cases numbers | The total number of influenza-like cases. | |
Total visiting patients numbers | The total number of visiting patients. | |
Upper respiratory tract infections numbers | The number of upper respiratory tract infections. | |
Pharmacy monitoring module | Chinese patent cold medicines | Sales of Chinese patent cold medicines. |
Other cold medicines | Sales of other cold medicines. | |
Climate data module | Average temperature (∘C) | Average temperature. |
Maximum temperature (∘C) | Maximum temperature. | |
Minimum temperature (∘C) | Minimum temperature. | |
Rainfall (mm) | Rainfall. | |
Air pressure (hPa) | Air pressure. | |
Relative humidity (%) | Relative humidity. |