Health status monitoring for ICU patients based on locally weighted principal component analysis.
Yangyang DingXin MaYouqing WangPublished in: Comput. Methods Programs Biomed. (2018)
Keyphrases
- health status
- locally weighted
- monitoring system
- intensive care units
- principal component analysis
- vital signs
- intensive care unit
- linear regression
- clinical data
- regression model
- chronic disease
- health monitoring
- health data
- naive bayes
- traditional chinese medicine
- dimensionality reduction
- high risk
- heart rate
- regression problems
- medical data
- low dimensional
- health care
- multiple models
- daily life
- continuous monitoring
- intensive care
- feature extraction
- decision trees
- health related
- least squares
- decision support system
- electronic health records
- genetic programming
- sensor data
- raw data
- statistical analysis
- information extraction
- smart environments