Conference proceeding
On accurate, automated and insightful deviation analysis of clinical protocols
2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp.1130-1134
21 Jan 2019
Abstract
Clinical guidelines, pathways and protocols are introduced to standardize and provide best-practice care. Analyzing deviations of actual care against the documented best practices is useful to find opportunities for complying better in the future. Prior work demonstrates that deviation analyses should be accurate, automated and insightful but only few studies manage to satisfy all three intentions. In this paper, we manage to reconcile accuracy with automation and insightfulness by combining the previously disconnected steps of checking and mining in compliance analysis software. Results are achieved using an algorithm that consists of three steps. We demonstrate the effectiveness of the algorithm via a real-life case from the intensive care unit of a Dutch hospital.
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Details
- Title
- On accurate, automated and insightful deviation analysis of clinical protocols
- Creators
- Hui YanXudong LuPieter van GorpSerge J.H HeinesShan NanWalther van MookDennis BergmansUzay KaymakHuilong DuanHarald SchmidtDavid GriolHaiying WangJan BaumbachHuiru ZhengZoraida CallejasXiaohua HuJulie DickersonLe Zhang
- Publication Details
- 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp.1130-1134
- Conference
- 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Publisher
- Institute of Electrical and Electronics Engineers
- Number of pages
- 1
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Information Science (Informatics)
- Identifiers
- 991019189307404721