Piloting a model-to-data approach to enable predictive analytics in health care through patient mortality prediction.
Timothy BergquistYao YanThomas SchaffterThomas YuVikas PejaverNoah HammarlundJustin ProsserJustin GuinneySean D. MooneyPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- health care
- predictive model
- hospital discharge
- prediction model
- health data
- medical records
- probabilistic model
- database
- raw data
- data mining methods
- data analysis
- knowledge discovery
- data mining applications
- chronic disease
- hospital information systems
- data mining algorithms
- database systems
- decision trees
- intensive care
- predictive analytics
- metadata
- machine learning