A method for analyzing inpatient care variability through physicians' orders.
Matthew C. LenertRandolph A. MillerYevgeniy VorobeychikColin G. WalshPublished in: J. Biomed. Informatics (2019)
Keyphrases
- synthetic data
- high accuracy
- cost function
- high precision
- classification method
- detection algorithm
- computational complexity
- theoretical analysis
- x ray
- health care
- classification accuracy
- experimental evaluation
- dynamic programming
- significant improvement
- long term
- preprocessing
- objective function
- denoising
- computationally efficient
- model selection
- principal component analysis
- learning algorithm
- bayesian networks
- decision trees