Improving structural medical process comparison by exploiting domain knowledge and mined information

作者:

Highlights:

• Our framework support process mining and process comparison in medicine.

• Process comparison exploits domain knowledge and all available mined information.

• Tests in stroke management show that, with respect to previously published metrics our approach generates outputs closer to those of a stroke management expert; the framework can support experts in answering key research questions.

摘要

Highlights•Our framework support process mining and process comparison in medicine.•Process comparison exploits domain knowledge and all available mined information.•Tests in stroke management show that, with respect to previously published metrics our approach generates outputs closer to those of a stroke management expert; the framework can support experts in answering key research questions.

论文关键词:Process mining and comparison,Graph edit distance,Stroke management

论文评审过程:Received 26 June 2013, Revised 12 May 2014, Accepted 12 July 2014, Available online 19 July 2014.

论文官网地址:https://doi.org/10.1016/j.artmed.2014.07.001