Process Mining in Healthcare: A Contribution to Change the Culture of Blame

被引:0
|
作者
Quaglini, Silvana [1 ]
机构
[1] Univ Pavia, Dept Comp Sci & Syst, I-27100 Pavia, Italy
来源
关键词
Process mining; clinical practice guidelines; stroke; medical errors;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Statistics on medical errors and their consequences has astonished, during last years, both healthcare professionals and ordinary people. This work illustrates the possible error causes and, for some of them. it suggests solutions based on information and communication technology. In particular, process minim, techniques are proposed as a mean to discover not only individuals' error, but also chains of responsibilities. Both supervised and unsupervised process mining will be addressed. The former compares real processes with a known process model (e.g. a clinical practice guideline), while the latter mines processes from rough data, without imposing any model. Potentiality of these techniques is illustrated by means of examples from stroke patient management.
引用
收藏
页码:308 / 311
页数:4
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