ADDIS: A decision support system for evidence-based medicine

被引:162
作者
van Valkenhoef, Gert [1 ,2 ]
Tervonen, Tommi [3 ]
Zwinkels, Tijs [2 ]
de Brock, Bert [2 ]
Hillege, Hans [1 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands
[2] Univ Groningen, Fac Econ & Business, NL-9700 AB Groningen, Netherlands
[3] Erasmus Univ, Inst Econometr, NL-3000 DR Rotterdam, Netherlands
关键词
Evidence-based medicine; Evidence synthesis; Data model; Clinical trial; Decision analysis; BENEFIT-RISK ASSESSMENT; MULTICRITERIA ACCEPTABILITY ANALYSIS; CLINICAL-TRIALS; REGISTRATION; METAANALYSIS; REVIEWS; TRANSPARENCY; TRANSLATION; PRINCIPLES; DESIGN;
D O I
10.1016/j.dss.2012.10.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Clinical trials are the main source of information for the efficacy and safety evaluation of medical treatments. Although they are of pivotal importance in evidence-based medicine, there is a lack of usable information systems providing data-analysis and decision support capabilities for aggregate clinical trial results. This is partly caused by unavailability (i) of trial data in a structured format suitable for re-analysis, and (ii) of a complete data model for aggregate level results. In this paper, we develop a unifying data model that enables the development of evidence-based decision support in the absence of a complete data model. We describe the supported decision processes and show how these are implemented in the open source ADDIS software. ADDIS enables semi-automated construction of meta-analyses, network meta-analyses and benefit-risk decision models, and provides visualization of all results. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:459 / 475
页数:17
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