• Stud Health Technol Inform · Jan 2004

    Analysis of guideline compliance--a data mining approach.

    • Vojtech Svátek, Antonín Ríha, Jan Peleska, and Jan Rauch.
    • European Centre for Medical Informatics, Statistics and Epidemiology-Cardio, Czech Republic. svatek@vze.cz
    • Stud Health Technol Inform. 2004 Jan 1; 101: 157-61.

    AbstractWhile guideline-based decision support is safety-critical and typically requires human interaction, offline analysis of guideline compliance can be performed to large extent automatically. We examine the possibility of automatic detection of potential non-compliance followed up with (statistical) association mining. Only frequent associations of non-compliance patterns with various patient data are submitted to medical expert for interpretation. The initial experiment was carried out in the domain of hypertension management.

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