Table 3.
Description of features obtained using multiple data sources
| Feature label | Feature name | Description | Data type | Data source |
|---|---|---|---|---|
| F1 | UID | Unique id of the user | String | EMR |
| F2 | Name | Name of the user | String | EMR |
| F3 | Age | Age of the user in years | Numeric | EMR |
| F4 | Gender | Male or female | Character | EMR |
| F5 | Mobile | Contact number of the user | Numeric | EMR |
| F6 | Address | Workplace or home address of the user | String | EMR |
| F7 | Caretaker details | Contact number of the nearby relative | String | EMR |
| F8 | Blood pressure | Blood pressure measured in mmHg | Numeric | Medical sensor |
| F9 | Oxygen level | Percentage of body oxygen level | Numeric | Medical sensor |
| F10 | Glucose level | Glucose level in mg/dl | Numeric | Medical sensor |
| F11 | Body temperature | User’s body temperature in degree celsius | Numeric | Medical sensor |
| F12 | Respiratory rate | User’s respiratory rate in breaths per minute | Numeric | Medical sensor |
| F13 | Gps location | Current location of user | Numeric | GPS sensor |
| F14 | Temperature | Temperature of the geographic location | Numeric | Temperature sensor |
| F15 | Fever | Yes/No | Character | Mobile device |
| F16 | Severe headache | Yes /No | Character | Mobile device |
| F17 | Vomiting | Yes/No | Character | Mobile device |
| F18 | Nausea | Yes/No | Character | Mobile device |
| F19 | Confusion | Yes/No | Character | Mobile device |
| F20 | Disorientation | Yes/No | Character | Mobile device |
| F21 | Hallucinations | Yes/No | Character | Mobile device |
| F22 | Coma | Yes/No | Character | Mobile device |
| F23 | Paralysis | Yes/No | Character | Mobile device |
| F24 | Memory loss | Yes/No | Character | Mobile device |
| F25 | Infectious insects | Whether the user lives in infectious insects prone area | Character | Mobile device |