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dc.contributor.authorPeng, M
dc.contributor.authorSundararajan, V
dc.contributor.authorWilliamson, T
dc.contributor.authorMinty, EP
dc.contributor.authorSmith, TC
dc.contributor.authorDoktorchik, CTA
dc.contributor.authorQuan, H
dc.date.accessioned2020-12-10T00:39:52Z
dc.date.available2020-12-10T00:39:52Z
dc.date.issued2018-06-01
dc.identifierpii: S2352-3409(18)30159-8
dc.identifier.citationPeng, M., Sundararajan, V., Williamson, T., Minty, E. P., Smith, T. C., Doktorchik, C. T. A. & Quan, H. (2018). Data on coding association rules from an inpatient administrative health data coded by International classification of disease - 10th revision (ICD-10) codes. DATA IN BRIEF, 18, pp.710-712. https://doi.org/10.1016/j.dib.2018.02.043.
dc.identifier.issn2352-3409
dc.identifier.urihttp://hdl.handle.net/11343/253541
dc.description.abstractData presented in this article relates to the research article entitled "Exploration of association rule mining for coding consistency and completeness assessment in inpatient administrative health data" (Peng et al. [1]) in preparation). We provided a set of ICD-10 coding association rules in the age group of 55 to 65. The rules were extracted from an inpatient administrative health data at five acute care hospitals in Alberta, Canada, using association rule mining. Thresholds of support and confidence for the association rules mining process were set at 0.19% and 50% respectively. The data set contains 426 rules, in which 86 rules are not nested. Data are provided in the supplementary material. The presented coding association rules provide a reference for future researches on the use of association rule mining for data quality assessment.
dc.languageEnglish
dc.publisherELSEVIER
dc.titleData on coding association rules from an inpatient administrative health data coded by International classification of disease - 10th revision (ICD-10) codes
dc.typeJournal Article
dc.identifier.doi10.1016/j.dib.2018.02.043
melbourne.affiliation.departmentMedicine and Radiology
melbourne.source.titleData in Brief
melbourne.source.volume18
melbourne.source.pages710-712
dc.rights.licenseCC BY
melbourne.elementsid1321364
melbourne.contributor.authorSundararajan, Vijaya
dc.identifier.eissn2352-3409
melbourne.accessrightsOpen Access


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