A probabilistic model for early prediction of abnormal clinical events using vital sign correlations in home-based monitoring.
Abdur Rahim Mohammad ForkanIbrahim KhalilPublished in: PerCom (2016)
Keyphrases
- probabilistic model
- abnormal events
- activity monitoring
- prediction accuracy
- bayesian networks
- bladder cancer
- abnormal patterns
- intensive care
- clinical practice
- language model
- prediction error
- event detection
- daily activities
- critical care
- home care
- anomaly detection
- monitoring system
- prediction model
- correlation analysis
- prediction algorithm
- decision support
- abnormal situations
- clinical trials
- abnormal behavior
- patient data
- spatial correlation
- clinically relevant
- clinical data
- medical data
- real time