Using hospital administrative data to infer patient-patient contact via the consistent co-presence algorithm.
Jeffrey LienertFelix Reed-TsochasLaura M. KoehlyChristopher Steven MarcumPublished in: IEEE BigData (2019)
Keyphrases
- noisy data
- input data
- data sets
- detection algorithm
- clinical information
- training data
- objective function
- computational complexity
- data sources
- raw data
- preprocessing
- data analysis
- learning algorithm
- k means
- data structure
- optimal solution
- dynamic programming
- database
- vital signs
- synthetic datasets
- real patient data
- stored data
- medical records
- classification trees
- information systems
- health care
- segmentation algorithm
- expectation maximization
- np hard