Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data.
Zeeshan SyedJohn V. GuttagPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- long term
- risk factors
- short term
- natural disasters
- acute coronary syndrome
- high risk
- unsupervised learning
- event detection
- risk management
- rare events
- temporal data
- extreme events
- risk assessment
- semi supervised
- supervised learning
- heart rate
- data mining
- cardiovascular disease
- unsupervised manner
- temporal patterns
- anomaly detection
- temporal relations
- data analysis
- video clips
- risk analysis
- patient data
- event recognition
- decision making
- temporal dependencies
- risk averse
- medium term
- data driven