A new approach to distinguish migraine from stroke by mining structured and unstructured clinical data-sources.
Elham SedghiJens H. WeberAlex ThomoMaximilian BibokAndrew M. W. PennPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2016)
Keyphrases
- data sources
- structured data
- unstructured data
- ischemic stroke
- semi structured
- data integration
- clinical practice
- data repositories
- structured databases
- clinical data
- data sets
- knowledge discovery
- data mining
- web mining
- real world
- unstructured text
- data model
- association rule mining
- clinical pathway
- sequential patterns
- integrating heterogeneous
- data warehouse
- multiple data sources
- clinical setting
- textual data
- medical diagnostic
- distributed data sources
- disparate data sources
- patient data
- deep web
- chinese characters
- database
- frequent itemsets
- itemsets
- information sources
- information extraction
- xml documents