Frail People in LABLand: Development of an Easy-to-Use Machine Learning Model to Identify Frail People in Hospitals Based on Laboratory Data.
Julian GutheilPhilip StampferDiether KramerManuel WechselbergerSai Pavan Kumar VeerankiMichael SchrempfPeter MrakMartina AubelFranz FeichtnerPublished in: dHealth (2023)
Keyphrases
- machine learning
- experimental data
- data analysis
- data sets
- data collection
- input data
- simulation data
- learning models
- statistical methods
- probability distribution
- image data
- mathematical model
- computational model
- data sources
- database
- empirical data
- measured data
- statistical analysis
- high dimensional data
- raw data
- training data
- test data
- high quality
- em algorithm
- expectation maximization
- objective function
- knowledge discovery
- prior knowledge
- background knowledge
- information systems
- expert knowledge
- prior information
- data structure
- probabilistic model