Machine-learning-based prediction models for high-need high-cost patients using nationwide clinical and claims data.
Itsuki OsawaTadahiro GotoYuji YamamotoYusuke TsugawaPublished in: npj Digit. Medicine (2020)
Keyphrases
- high cost
- machine learning
- data sets
- data analysis
- learning models
- prediction accuracy
- predictive model
- statistical methods
- machine learning algorithms
- knowledge discovery
- survival analysis
- stored data
- raw data
- statistical analysis
- data mining techniques
- domain experts
- models built
- clinical information
- clinical setting
- survival data
- hospital discharge
- medical records
- machine learning methods
- model selection
- medical images
- data sources
- training data
- decision trees
- data mining