Predict or draw blood: An integrated method to reduce lab tests.
Lishan YuQiuchen ZhangElmer V. BernstamXiaoqian JiangPublished in: J. Biomed. Informatics (2020)
Keyphrases
- main contribution
- experimental evaluation
- computationally efficient
- classification method
- support vector machine svm
- high accuracy
- synthetic data
- cost function
- test data
- detection method
- data sets
- computational complexity
- em algorithm
- high precision
- clustering method
- statistical methods
- evaluation method
- theoretical analysis
- mutual information
- classification accuracy
- probabilistic model
- computational cost
- pairwise
- preprocessing
- similarity measure
- learning algorithm