ST-Audit: guideline-based automatic auditing of electronic patient records

被引:0
|
作者
Billa, Cleo Zanella [1 ]
Wainer, Jacques [1 ]
Barsottini, Claudia [2 ]
机构
[1] Univ Estadual Campinas, Inst Comp, BR-13083970 Campinas, SP, Brazil
[2] Univ Fed Sao Paulo, Dept Hlth Informat, BR-13083970 Sao Paulo, Brazil
关键词
Electronic patient record; Automatic auditing; Clinical guidelines; CLINICAL GUIDELINES; MODEL; MANAGEMENT; ADHERENCE; FRAMEWORK; FORMAT;
D O I
10.1007/s10844-010-0120-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work presents the ST-Audit system that audits a patient record for conformance to a particular clinical guideline. The system uses ST-Guide which models a guideline as a set of states and transitions. The audit system tries to find a path in the state/transition diagram that corresponds to the actions taken by the physician, taking into consideration issues such as the unavailability of all the data needed to evaluate the transitions. The system was used to audit an outpatient clinic regarding their procedure for hypertension treatment (using the VI JNC guideline for hypertension), and the results of the number of non-compliant actions were presented and discussed. A follow up auditing showed a small but statistically significant reduction on the number of non-compliant actions for patients treated after the first audit.
引用
收藏
页码:49 / 72
页数:24
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