Alerts for rehab clinics from wearable data
MyAlyce
A wristband tracks heart rate, blood oxygen and movement. We cleaned the data so clinic staff get alerts they can trust, such as panic attacks or fainting.
- Client
- MyAlyce
- Industry
- Medtech, wearables
- Discipline
- Data Science & Engineering
- Our role
- Signal processing
- Technology
- Python
- scikit-learn
- SciPy
The challenge
Movement adds noise to the signal, which leads to false alarms or missed events.
What we did
- Removing motion noise from wearable data
- More reliable detection of alarming events
