Categorization of patients' health status in COPD disease using a wearable platform and random forests methodology.
Christos BellosAthanasios N. PapadopoulosRoberto RossoDimitrios I. FotiadisPublished in: BHI (2012)
Keyphrases
- random forests
- health status
- chronic obstructive pulmonary disease
- monitoring system
- chronic disease
- vital signs
- health data
- random forest
- logistic regression
- decision trees
- health care
- traditional chinese medicine
- ensemble methods
- health monitoring
- machine learning algorithms
- text categorization
- clinical data
- health related
- high risk
- continuous monitoring
- decision tree ensembles
- medical data
- cardiovascular disease
- ambient intelligence
- knn
- learning algorithm