Particularities of data mining in medicine: lessons learned from patient medical time series data analysis.
Shadi A. AljawarnehAurea AngueraJohn William AtwoodJuan Alfonso LaraDavid LizcanoPublished in: EURASIP J. Wirel. Commun. Netw. (2019)
Keyphrases
- lessons learned
- data mining
- data analysis
- medical data
- medical knowledge
- patient care
- traditional chinese medicine
- critical care
- medical care
- medical experts
- intensive care
- medical doctors
- therapy planning
- medical practice
- medical domain
- intelligent data analysis
- medical treatment
- data mining tasks
- future directions
- case study
- medical records
- medical center
- medical diagnosis
- health care
- data mining algorithms
- knowledge discovery
- medical staff
- medical databases
- clinical data
- rough sets
- medical devices
- data mining techniques
- business intelligence
- medical decision making
- data mining applications
- medical information
- decision support
- intensive care units
- patient data
- participatory design
- text mining
- machine learning
- clinical practice
- data pre processing
- data warehouse
- association rules
- health services
- hospital information systems
- primary care
- real world
- patient records
- electronic medical record
- clinical trials
- decision support system
- health information systems
- data analysis tasks
- pattern discovery
- cluster analysis
- health related
- clinical guidelines
- heart disease
- evidence based medicine
- medical practitioners
- data sets