Privacy-Preserving Process Mining in Healthcare.

ABSTRACT: Process mining has been successfully applied in the healthcare domain and has helped touncover various insights for improving healthcare processes. While the benefits of process miningare widely acknowledged, many people rightfully have concerns about irresponsible uses of personaldata. Healthcare information systems contain highly sensitive information and healthcare regulationsoften require protection of data privacy. The need to comply with strict privacy requirements mayresult in a decreased data utility for analysis. Until recently, data privacy issues did not get muchattention in the process mining community; however, several privacy-preserving data transformationtechniques have been proposed in the data mining community. Many similarities between datamining and process mining exist,

SUBMITTER: Pika A 

PROVIDER: S-EPMC7084661 | biostudies-literature | 2020 Mar

REPOSITORIES: biostudies-literature