External Validation of a Machine Learning Based Delirium Prediction Software in Clinical Routine.
Stefanie JaukSai Pavan Kumar VeerankiDiether KramerStefan HöglerDavid MühleckerErwin EberhartlArthur SchuelerChristian ChvostaWolfgang StrasserReinhold StrasserWerner LeodolterPublished in: dHealth (2022)
Keyphrases
- machine learning
- prediction accuracy
- software development
- knowledge acquisition
- bladder cancer
- software tools
- software systems
- decision trees
- artificial intelligence
- prediction model
- software design
- medical domain
- user interface
- data mining
- software maintenance
- clinical data
- learning algorithm
- patient data
- inductive learning
- learning tasks
- predictive modeling
- machine learning methods
- feature selection
- decision support system
- source code
- computational intelligence
- supervised learning
- pattern recognition
- learning systems
- information extraction
- knowledge representation
- active learning
- data analysis
- natural language
- case study