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Biometrics

WellBefore uses different biometric data to train a model that can predict your symptoms. This is usually collected from smart watches or phones, but devices that can be integrated with Apple Health or Android’s Health Connect are supported. The most important data points are heart rate, blood oxygen, and steps. WellBefore uses this data to learn about your body and how it reacts to different situations. It is recommended to have a smartwatch with heart rate monitoring, as it will provide consistent and automatic data collection.

BiometricDescriptionDevice(s)
Heart RateThe number of heartbeats per minute, indicating your cardiovascular health.Smartwatch, Phone
Blood OxygenThe percentage of oxygen in your bloodSmartwatch, Phone
StepsThe number of steps taken over a period of timeSmartwatch, Phone
Blood GlucoseThe level of glucose in your blood.Continuous Glucose Monitor, Glucometer

WellBefore can integrate with Apple Health to get access to your heart rate, steps, and other data. This is done by using the HealthKit API, which allows WellBefore to read and write data to the Apple Health app. You can choose which data WellBefore has access to, and you can revoke access at any time.