Process mining-based medical program evolution. (May 2018)

• Record Type: Journal Article
• Authors: Cao, Yongzhong; Zhu, Junwu; Guo, Yalu; Shi, Chen
• Is Part Of: Computers & electrical engineering. Volume 68(2018)
• Page Start: 204
• Page End: 214
• Publication Date: 2018-05
• Subjects: Medical path -- Process mining -- Medical cloud -- Evolution; Computer engineering -- Periodicals; Electrical engineering -- Periodicals; Electrical engineering -- Data processing -- Periodicals; Ordinateurs -- Conception et construction -- Périodiques; Électrotechnique -- Périodiques; Électrotechnique -- Informatique -- Périodiques; Computer engineering; Electrical engineering; Electrical engineering -- Data processing; Periodicals; Electronic journals; 621.302854
• DOI: 10.1016/j.compeleceng.2018.03.051
• Languages: English
• ISSNs: 0045-7906

Abstract

Abstract: Medical path of disease varies due to the changes in external factors, and the key to the changes is the decision-making in symptomatic treatment by medical experts; how to make full use of historical medical data and recommend high quality treatment options to new cases under the current circumstance of data explosion, is the research focus of this paper. This paper first presents the standard for medical path based on cloud platform, going into the construction of workflow-based flow model of medical services; finally, a process mining algorithm based on medical evolution factor is given to realize the evolution of online medical program of a disease.