Paper Info
Title
On analyzing process compliance in skin cancer treatment: an experience report from the evidence-based medical compliance cluster (EBMC2)
Abstract
Process mining has proven itself as a promising analysis technique for processes in the health care domain. The goal of the EBMC2 project is to analyze skin cancer treatment processes regarding their compliance with relevant guidelines. For this, first of all, the actual treatment processes have to be discovered from the available data sources. In general, the L* life cycle model has been suggested as structured methodology for process mining projects. In this experience paper, we describe the challenges and lessons learned when realizing the L* life cycle model in the EBMC2 context. Specifically, we provide and discuss different approaches to empower data of low maturity levels, i.e., data that is not already available in temporally ordered event logs, including a prototype for structured data acquisition. Further, first results on how process mining techniques can be utilized for data screening are presented.
Year
DOI
Venue
2012
10.1007/978-3-642-31095-9_26
CA(i)SE
Keywords
DocType
Citations 
process mining,data screening,evidence-based medical compliance cluster,actual treatment process,available data source,EBMC2 project,EBMC2 context,experience report,process mining project,structured data acquisition,process mining technique,process compliance,skin cancer treatment,life cycle model
Conference
3
PageRank 
References 
Authors
0.50
3
12
Name
Order
Citations
PageRank
Michael Binder151.21
Wolfgang Dorda2192.96
Georg Duftschmid313214.65
Reinhold Dunkl4243.87
Karl Anton Fröschl5182.90
Walter Gall673.47
Wilfried Grossmann75511.38
Kaan Harmankaya830.50
Milan Hronsky991.83
Stefanie Rinderle-Ma101323103.54
Christoph Rinner11448.14
Stefanie Weber1230.50