Combined data mining techniques based patient data outlier detection for healthcare safety.
Gebeyehu Belay GebremeskelChai YiZhongshi HeDawit HailePublished in: Int. J. Intell. Comput. Cybern. (2016)
Keyphrases
- outlier detection
- patient data
- data mining techniques
- knowledge discovery
- health information systems
- healthcare providers
- data mining
- clinical data
- fraud detection
- home care
- electronic medical record
- medical data
- data streams
- detecting outliers
- association rule mining
- intraoperative
- electronic health records
- credit card fraud detection
- high dimensional datasets
- association rules
- information systems
- detection algorithm
- intensive care
- medical records
- density ratio estimation
- health records
- density estimation
- clinical guidelines
- detect outliers
- outlier mining
- statistical analysis
- expert systems
- machine learning
- data sets
- computer vision
- cluster analysis
- health care
- intrusion detection