Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning.
Atif KhanJohn A. DoucetteRobin CohenPublished in: ACM Trans. Intell. Syst. Technol. (2013)
Keyphrases
- patient data
- decision support system
- medical doctors
- intensive care
- machine learning
- electronic medical record
- medical records
- healthcare providers
- medical data
- clinical data
- septic shock
- acute coronary syndrome
- health information systems
- decision support
- clinical practice guidelines
- data mining
- decision makers
- intraoperative
- medical domain
- medical practitioners
- medical practice
- medical treatment
- electronic health records
- management system
- knowledge representation
- medical decision support systems
- decision making
- home care
- case based reasoning
- data warehouse
- clinical trials
- expert systems
- medical knowledge
- domain experts
- health records
- databases
- medical images
- knowledge discovery
- knowledge acquisition
- artificial intelligence
- metadata
- data analysis
- diagnostic process
- medical care
- clinical decision support systems
- domain knowledge
- clinical practice
- decision trees