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Volumn 7738 LNAI, Issue , 2013, Pages 140-153

Process mining in healthcare: Data challenges when answering frequently posed questions

Author keywords

Monitoring and mining healthcare processes; Visualization

Indexed keywords

DATA MINING; DIAGNOSIS; FLOW VISUALIZATION; HEALTH CARE; HOSPITALS; INFORMATION SYSTEMS; INFORMATION USE; KNOWLEDGE REPRESENTATION;

EID: 84890779488     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-36438-9_10     Document Type: Conference Paper
Times cited : (136)

References (21)
  • 3
    • 59049089694 scopus 로고    scopus 로고
    • Process Mining towards Semantics
    • Dillon, T.S., Chang, E., Meersman, R., Sycara, K. (eds.) Advances in Web Semantics I Springer, Heidelberg
    • Alves de Medeiros, A.K., van der Aalst, W.M.P.: Process Mining towards Semantics. In: Dillon, T.S., Chang, E., Meersman, R., Sycara, K. (eds.) Advances in Web Semantics I. LNCS, vol. 4891, pp. 35-80. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.4891 , pp. 35-80
    • Alves De Medeiros, A.K.1    Van Der Aalst, W.M.P.2
  • 6
    • 80055044508 scopus 로고    scopus 로고
    • Master's thesis. Eindhoven University of Technology, Eindhoven
    • Gupta, S.: Workflow and Process Mining in Healthcare. Master's thesis. Eindhoven University of Technology, Eindhoven (2007)
    • (2007) Workflow and Process Mining in Healthcare
    • Gupta, S.1
  • 7
    • 84856197795 scopus 로고    scopus 로고
    • Abnormal Process Instances Identification Method in Healthcare Environment
    • Han, B., Jiang, L., Cai, H.: Abnormal Process Instances Identification Method in Healthcare Environment. In: Proceedings of IEEE TrustCom 2011, pp. 1387-1392 (2011)
    • (2011) Proceedings of IEEE TrustCom 2011 , pp. 1387-1392
    • Han, B.1    Jiang, L.2    Cai, H.3
  • 9
    • 44349173769 scopus 로고    scopus 로고
    • Process Mining for Clinical Workflows: Challenges and Current Limitations
    • Proceedings of MIE 2008. IOS Press
    • Lang, M., Bürkle, T., Laumann, S., Prokosch, H.-U.: Process Mining for Clinical Workflows: Challenges and Current Limitations. In: Proceedings of MIE 2008. Studies in Health Technology and Informatics, vol. 136, pp. 229-234. IOS Press (2008)
    • (2008) Studies in Health Technology and Informatics , vol.136 , pp. 229-234
    • Lang, M.1    Bürkle, T.2    Laumann, S.3    Prokosch, H.-U.4
  • 10
    • 33847159276 scopus 로고    scopus 로고
    • IT Support for Healthcare Processes - Premises, Challenges, Perspectives
    • Lenz, R., Reichert, M.: IT Support for Healthcare Processes - Premises, Challenges, Perspectives. Data and Knowledge Engineering 61, 49-58 (2007)
    • (2007) Data and Knowledge Engineering , vol.61 , pp. 49-58
    • Lenz, R.1    Reichert, M.2
  • 12
    • 77953998588 scopus 로고    scopus 로고
    • Application of Process Mining in Healthcare: A Case Study in a Dutch Hospital
    • Fred, A., Filipe, J., Gamboa, H. (eds.) BIOSTEC 2008. Springer, Heidelberg
    • Mans, R.S., Schonenberg, M.H., Song, M.S., van der Aalst, W.M.P., Bakker, P.J.M.: Application of Process Mining in Healthcare: a Case Study in a Dutch Hospital. In: Fred, A., Filipe, J., Gamboa, H. (eds.) BIOSTEC 2008. CCIS, vol. 25, pp. 425-438. Springer, Heidelberg (2009)
    • (2009) CCIS , vol.25 , pp. 425-438
    • Mans, R.S.1    Schonenberg, M.H.2    Song, M.S.3    Van Der Aalst, W.M.P.4    Bakker, P.J.M.5
  • 13
    • 84872422591 scopus 로고    scopus 로고
    • Gaining Insight from Patient Journey Data using a Process-Oriented Analysis Approach
    • HIKM 2012. Australian Computer Society, Inc.
    • Perimal-Lewis, L., Qin, S., Thompson, C., Hakendorf, P.: Gaining Insight from Patient Journey Data using a Process-Oriented Analysis Approach. In: HIKM 2012. Conferences in Research and Practice in Information Technology, vol. 129, pp. 59-66. Australian Computer Society, Inc. (2012)
    • (2012) Conferences in Research and Practice in Information Technology , vol.129 , pp. 59-66
    • Perimal-Lewis, L.1    Qin, S.2    Thompson, C.3    Hakendorf, P.4
  • 14
    • 77954880210 scopus 로고    scopus 로고
    • Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways
    • Perner, P. (ed.) ICDM 2010. Springer, Heidelberg
    • Poelmans, J., Dedene, G., Verheyden, G., Van der Mussele, H., Viaene, S., Peters, E.: Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. In: Perner, P. (ed.) ICDM 2010. LNCS, vol. 6171, pp. 505-517. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6171 , pp. 505-517
    • Poelmans, J.1    Dedene, G.2    Verheyden, G.3    Van Der Mussele, H.4    Viaene, S.5    Peters, E.6
  • 17
    • 80055051912 scopus 로고    scopus 로고
    • Business Process Analysis in Healthcare Environments: A Methodology Based on Process Mining
    • Rebuge, A., Ferreira, D.R.: Business Process Analysis in Healthcare Environments: A Methodology Based on Process Mining. Information Systems 37(2) (2012)
    • (2012) Information Systems , vol.37 , Issue.2
    • Rebuge, A.1    Ferreira, D.R.2
  • 20
    • 84866412333 scopus 로고    scopus 로고
    • Context-Aware Compliance Checking
    • Barros, A., Gal, A., Kindler, E. (eds.) BPM 2012. Springer, Heidelberg
    • van der Werf, J.M.E.M., Verbeek, H.M.W., van der Aalst, W.M.P.: Context-Aware Compliance Checking. In: Barros, A., Gal, A., Kindler, E. (eds.) BPM 2012. LNCS, vol. 7481, pp. 98-113. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7481 , pp. 98-113
    • Van Der Werf, J.M.E.M.1    Verbeek, H.M.W.2    Van Der Aalst, W.M.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.