Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step Algorithm.
Kathryn H. BowlesSarah J. RatcliffeMary D. NaylorJohn H. HolmesSusan K. KeimEmilia FloresPublished in: AMIA (2017)
Keyphrases
- data sets
- noisy data
- decision making
- input data
- detection algorithm
- data analysis
- data reduction
- probabilistic model
- synthetic data
- database
- data mining
- np hard
- dynamic programming
- particle swarm optimization
- matching algorithm
- data collection
- simulated annealing
- computational complexity
- preprocessing
- objective function
- learning algorithm
- optimal solution
- raw data
- health care
- missing data
- search space
- statistical analysis
- k means
- decision support
- data structure
- cost function
- worst case
- expectation maximization
- clustering method
- training data
- decision support system
- original data
- spectral clustering
- data points
- information loss
- probability distribution