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Analysis of guideline compliance – a data mining approach
Vojtěch Svátek, Antonín Říha, Jan Peleška, Jan Rauch
157 - 161
10.3233/978-1-60750-944-8-157
Studies in Health Technology and Informatics
Volume 101: Computer-based Support for Clinical Guidelines and Protocols
Abstract

While 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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