Physiological Time Series¶
Problems¶
- Measurements confounded by
- Interventions
- Measurement errors
IDk¶
- Once measurement issues identified, we must impute the missing data
- Can help mitigate alarm fatigue by not alerting the clinicians when unnecessary
Switching linear dynamical systems¶
Traditional Modelling¶
