Development of an Architecture to Implement Machine Learning Based Risk Prediction in Clinical Routine: A Service-Oriented Approach.
Michael SchrempfSeda Polat ErdenizDiether KramerStefanie JaukSai P. K. VeerankiWerner RibitschWerner LeodolterPeter P. RainerPublished in: dHealth (2022)
Keyphrases
- machine learning
- case study
- prediction accuracy
- pattern recognition
- natural language processing
- steady state
- web services
- knowledge based systems
- knowledge engineering
- information systems
- machine learning algorithms
- service oriented
- prediction model
- active learning
- feature selection
- prediction error
- virtual organization
- medical domain
- decision support
- text classification
- software engineering
- management system
- mobile devices
- decision trees