메뉴 건너뛰기




Volumn 29, Issue 1, 2016, Pages 47-58

Analyzing PACS Usage Patterns by Means of Process Mining: Steps Toward a More Detailed Workflow Analysis in Radiology

Author keywords

Chest radiographs; Data mining; Efficiency; PACS; Productivity; Workflow

Indexed keywords

DATA MINING; EFFICIENCY; INFORMATION DISSEMINATION; MEDICAL IMAGING; PICTURE ARCHIVING AND COMMUNICATION SYSTEMS; PRODUCTIVITY; RADIOGRAPHY; STATISTICAL METHODS;

EID: 84955413109     PISSN: 08971889     EISSN: 1618727X     Source Type: Journal    
DOI: 10.1007/s10278-015-9824-2     Document Type: Article
Times cited : (24)

References (23)
  • 1
    • 0038777273 scopus 로고    scopus 로고
    • Workflow optimization: current trends and future directions
    • PID: 12481228
    • Reiner B, Siegel E, Carrino JA: Workflow optimization: current trends and future directions. J Digit Imaging 15:141–152, 2002
    • (2002) J Digit Imaging , vol.15 , pp. 141-152
    • Reiner, B.1    Siegel, E.2    Carrino, J.A.3
  • 2
    • 33744489880 scopus 로고    scopus 로고
    • Saving time, improving satisfaction: the impact of a digital radiology system on physician workflow and system efficiency
    • Srinivasan M, Liederman E, Baluyot N, Jacoby R: Saving time, improving satisfaction: the impact of a digital radiology system on physician workflow and system efficiency. J Healthc Inform Manage 20:123–131, 2006
    • (2006) J Healthc Inform Manage , vol.20 , pp. 123-131
    • Srinivasan, M.1    Liederman, E.2    Baluyot, N.3    Jacoby, R.4
  • 3
    • 34249105865 scopus 로고    scopus 로고
    • A filmless radiology department in a full digital regional hospital: quantitative evaluation of the increased quality and efficiency
    • PID: 17318704
    • Nitrosi A, Borasi G, Nicoli F, Modigliani G, Botti A, Bertolini M, Notari P: A filmless radiology department in a full digital regional hospital: quantitative evaluation of the increased quality and efficiency. J Digit Imaging 20:140–148, 2007
    • (2007) J Digit Imaging , vol.20 , pp. 140-148
    • Nitrosi, A.1    Borasi, G.2    Nicoli, F.3    Modigliani, G.4    Botti, A.5    Bertolini, M.6    Notari, P.7
  • 4
    • 70349473060 scopus 로고    scopus 로고
    • Analyzing the differential impact of radiology information systems across radiology modalities
    • PID: 19800590
    • Lahiri A, Seidmann A: Analyzing the differential impact of radiology information systems across radiology modalities. J Am Coll Radiol 6:705–714, 2009
    • (2009) J Am Coll Radiol , vol.6 , pp. 705-714
    • Lahiri, A.1    Seidmann, A.2
  • 5
    • 0033625288 scopus 로고    scopus 로고
    • Radiology workflow and patient volume: effect of picture archiving and communication systems on technologists and radiologists
    • COI: 1:STN:280:DC%2BD3cvotVOkug%3D%3D, PID: 10847373
    • Redfern RO, Horii SC, Feingold E, Kundel HL: Radiology workflow and patient volume: effect of picture archiving and communication systems on technologists and radiologists. J Digit Imaging 13:97–100, 2000
    • (2000) J Digit Imaging , vol.13 , pp. 97-100
    • Redfern, R.O.1    Horii, S.C.2    Feingold, E.3    Kundel, H.L.4
  • 6
    • 33750902198 scopus 로고    scopus 로고
    • Analysis of the X-ray work flow in two diagnostic imaging departments with and without a RIS/PACS system
    • PID: 16955380
    • Mariani C, Tronchi A, Oncini L, Pirani O, Murri R: Analysis of the X-ray work flow in two diagnostic imaging departments with and without a RIS/PACS system. J Digit Imaging 19:18–28, 2006
    • (2006) J Digit Imaging , vol.19 , pp. 18-28
    • Mariani, C.1    Tronchi, A.2    Oncini, L.3    Pirani, O.4    Murri, R.5
  • 7
    • 0029724994 scopus 로고    scopus 로고
    • Horii SC, Feingold ER, Kundel HL, Nodine CF, Langlotz CP, Redfern RO, Grevera G, Brikman I, Muck J: PACS Workstation functions: usage differences between radiologists and MICU physicians. In Medical Imaging, 266–271. International Society for Optics and Photonics, 1996
    • Horii SC, Feingold ER, Kundel HL, Nodine CF, Langlotz CP, Redfern RO, Grevera G, Brikman I, Muck J: PACS Workstation functions: usage differences between radiologists and MICU physicians. In Medical Imaging, 266–271. International Society for Optics and Photonics, 1996
  • 8
    • 0032129248 scopus 로고    scopus 로고
    • Clinician usage patterns of a desktop radiology information display application
    • COI: 1:STN:280:DyaK1cvgs1CisQ%3D%3D, PID: 9735452
    • Erickson BJ, Ryan WJ, Gehring DG, Beebe C: Clinician usage patterns of a desktop radiology information display application. J Digit Imaging 11:137–141, 1998
    • (1998) J Digit Imaging , vol.11 , pp. 137-141
    • Erickson, B.J.1    Ryan, W.J.2    Gehring, D.G.3    Beebe, C.4
  • 9
    • 0035354114 scopus 로고    scopus 로고
    • Functional requirements of a desktop clinical image display application
    • COI: 1:STN:280:DC%2BD38%2Fhs12mtQ%3D%3D, PID: 11442079
    • Erickson BJ, Ryan WJ, Gehring DG: Functional requirements of a desktop clinical image display application. J Digit Imaging 14:149–152, 2001
    • (2001) J Digit Imaging , vol.14 , pp. 149-152
    • Erickson, B.J.1    Ryan, W.J.2    Gehring, D.G.3
  • 10
    • 33644940354 scopus 로고    scopus 로고
    • Radiology interpretation process modeling
    • PID: 16165403
    • Noumeir R: Radiology interpretation process modeling. J Biomed Inform 39:103–114, 2006
    • (2006) J Biomed Inform , vol.39 , pp. 103-114
    • Noumeir, R.1
  • 11
    • 54049113510 scopus 로고    scopus 로고
    • Automating radiologist workflow, part 2: hands-free navigation
    • PID: 18954814
    • Reiner B: Automating radiologist workflow, part 2: hands-free navigation. J Am Coll Radiol 5:1137–1141, 2008
    • (2008) J Am Coll Radiol , vol.5 , pp. 1137-1141
    • Reiner, B.1
  • 13
    • 80055051912 scopus 로고    scopus 로고
    • Business process analysis in healthcare environments: a methodology based on process mining
    • Rebuge Á, Ferreira DR: Business process analysis in healthcare environments: a methodology based on process mining. Inf Syst 37:99–116, 2007
    • (2007) Inf Syst , vol.37 , pp. 99-116
    • Rebuge, Á.1    Ferreira, D.R.2
  • 14
    • 84869861904 scopus 로고    scopus 로고
    • Workflow mining and outlier detection from clinical activity logs
    • COI: 1:STN:280:DC%2BC38bhs1Cgsw%3D%3D, PID: 22925724
    • Bouarfa L, Dankelman J: Workflow mining and outlier detection from clinical activity logs. J Biomed Inform 45:1185–1190, 2012
    • (2012) J Biomed Inform , vol.45 , pp. 1185-1190
    • Bouarfa, L.1    Dankelman, J.2
  • 15
    • 84890779488 scopus 로고    scopus 로고
    • Mans RS, van der Aalst WM, Vanwersch RJ, Moleman AJ: Process mining in healthcare: Data challenges when answering frequently posed questions. In Process Support and Knowledge Representation in Health Care, 140–153. Springer Berlin Heidelberg, 2013
    • Mans RS, van der Aalst WM, Vanwersch RJ, Moleman AJ: Process mining in healthcare: Data challenges when answering frequently posed questions. In Process Support and Knowledge Representation in Health Care, 140–153. Springer Berlin Heidelberg, 2013
  • 17
    • 84881245947 scopus 로고    scopus 로고
    • Poggi N, Muthusamy V, Carrera D, Khalaf R: Business process mining from e-commerce web logs. In Business Process Management, 65–80. Springer Berlin Heidelberg, 2013
    • Poggi N, Muthusamy V, Carrera D, Khalaf R: Business process mining from e-commerce web logs. In Business Process Management, 65–80. Springer Berlin Heidelberg, 2013
  • 18
    • 84907808593 scopus 로고    scopus 로고
    • Rubin VA, Mitsyuk AA, Lomazova IA, van der Aalst WM: Process mining can be applied to software too!. In Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement. ACM, 2014
    • Rubin VA, Mitsyuk AA, Lomazova IA, van der Aalst WM: Process mining can be applied to software too!. In Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement. ACM, 2014
  • 20
    • 84955389444 scopus 로고    scopus 로고
    • Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes
    • Mans RS, van der Aalst WM, Vanwersch RJ: Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes, 2015
    • (2015) Vanwersch RJ
    • Mans, R.S.1    van der Aalst, W.M.2
  • 21
    • 40549143268 scopus 로고    scopus 로고
    • Process mining with the heuristics miner-algorithm. Technische Universiteit Eindhoven
    • Weijters AJMM, van der Aalst WM, De Medeiros AA: Process mining with the heuristics miner-algorithm. Technische Universiteit Eindhoven. Tech. Rep WP 166:1–34, 2006
    • (2006) Tech. Rep WP , vol.166 , pp. 1-34
    • Weijters, A.J.M.M.1    van der Aalst, W.M.2    De Medeiros, A.A.3
  • 22
    • 42449141507 scopus 로고    scopus 로고
    • Control-flow complexity measurement of processes and Weyuker’s properties
    • Cardoso J: Control-flow complexity measurement of processes and Weyuker’s properties. In 6th International Enformatika Conference, 8:213–218, 2005
    • (2005) In 6th International Enformatika Conference , vol.8 , pp. 213-218
    • Cardoso, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.