Machine learning algorithms for the creation of clinical healthcare enterprise systems.
Indrajit MandalPublished in: Enterp. Inf. Syst. (2017)
Keyphrases
- machine learning algorithms
- enterprise systems
- clinical trials
- benchmark data sets
- health information systems
- patient care
- learning algorithm
- clinical decision support
- machine learning
- clinical pathway
- predictive accuracy
- random forests
- machine learning methods
- learning problems
- decision trees
- business processes
- home care
- patient data
- clinical decision support systems
- highly dynamic
- machine learning models
- input features
- clinical practice
- machine learning approaches
- web services
- health care
- electronic health records
- medical practitioners
- clinical data
- machine learning systems
- clinical guidelines
- hospital information systems
- care delivery
- learning models
- statistical machine learning
- standard machine learning algorithms
- learning tasks
- database systems
- chronic disease
- real world