A preliminary study on the use of clinical care classification in nursing documentation data sets.
Rung-Chuang FengKuan-Jui TsengHsiu-Fang YanHsiu-Ya HuangPolun ChangPublished in: Comput. Methods Programs Biomed. (2013)
Keyphrases
- data sets
- home care
- classification accuracy
- training set
- health care
- building classification models
- benchmark data sets
- pattern recognition
- machine learning
- decision trees
- feature selection
- primary care
- feature extraction
- feature space
- data sets from uci
- patient care
- classification method
- machine learning algorithms
- text classification
- image classification
- support vector machine
- feature vectors
- class labels
- classification algorithm
- support vector
- monitoring system
- naive bayes
- support vector machine svm
- clinical practice
- clinical diagnosis
- medical care
- supervised learning
- lung disease