-
3
-
-
30344448313
-
Business process redesign in healthcare: towards a structured approach
-
Jansen-Vullers M., Reijers H.A. Business process redesign in healthcare: towards a structured approach. Inform. Syst. Oper. Res. 2005, 43(4):321-339.
-
(2005)
Inform. Syst. Oper. Res.
, vol.43
, Issue.4
, pp. 321-339
-
-
Jansen-Vullers, M.1
Reijers, H.A.2
-
4
-
-
0033209703
-
Evidence-based implementation of evidence-based medicine
-
Grol R., Grimshaw J. Evidence-based implementation of evidence-based medicine. Joint Commiss. J. Qual. Improve. 1999, 25(10):503-513.
-
(1999)
Joint Commiss. J. Qual. Improve.
, vol.25
, Issue.10
, pp. 503-513
-
-
Grol, R.1
Grimshaw, J.2
-
5
-
-
84856228570
-
Lean in healthcare: the unfilled promise?
-
(part special issue: Organization studies and the analysis of health systems)
-
Radnor Z.J., Holweg M., Waring J. Lean in healthcare: the unfilled promise?. Soc. Sci. Med. 2012, 74(3):364-371. (part special issue: Organization studies and the analysis of health systems).
-
(2012)
Soc. Sci. Med.
, vol.74
, Issue.3
, pp. 364-371
-
-
Radnor, Z.J.1
Holweg, M.2
Waring, J.3
-
8
-
-
0141680986
-
Workflow mining: a survey of issues and approaches
-
van der Aalst W.M.P., van Dongen B.F., Herbst J., Maruster L., Schimm G., Weijters A.J.M.M. Workflow mining: a survey of issues and approaches. Data Knowl. Eng. 2003, 47(2):237-267.
-
(2003)
Data Knowl. Eng.
, vol.47
, Issue.2
, pp. 237-267
-
-
van der Aalst, W.M.P.1
van Dongen, B.F.2
Herbst, J.3
Maruster, L.4
Schimm, G.5
Weijters, A.J.M.M.6
-
10
-
-
77953985967
-
Process-aware information system development for the healthcare domain-consistency, reliability, and effectiveness
-
Springer
-
Mans R., van der Aalst W.M., Russell N.C., Bakker P.J., Moleman A.J. Process-aware information system development for the healthcare domain-consistency, reliability, and effectiveness. Business Process Management Workshops 2009, 635-646. Springer.
-
(2009)
Business Process Management Workshops
, pp. 635-646
-
-
Mans, R.1
van der Aalst, W.M.2
Russell, N.C.3
Bakker, P.J.4
Moleman, A.J.5
-
11
-
-
77953998588
-
Application of process mining in healthcare - a case study in a dutch hospital
-
Springer, A.L.N. Fred, J. Filipe, H. Gamboa (Eds.) Biomedical Engineering Systems and Technologies, International Joint Conference, BIOSTEC 2008, Funchal, Madeira, Portugal, January 28-31, 2008, Revised Selected Papers
-
Mans R.S., Schonenberg H., Song M., van der Aalst W.M.P., Bakker P.J.M. Application of process mining in healthcare - a case study in a dutch hospital. Communications in Computer and Information Science 2008, vol. 25:425-438. Springer. A.L.N. Fred, J. Filipe, H. Gamboa (Eds.).
-
(2008)
Communications in Computer and Information Science
, vol.25
, pp. 425-438
-
-
Mans, R.S.1
Schonenberg, H.2
Song, M.3
van der Aalst, W.M.P.4
Bakker, P.J.M.5
-
12
-
-
84856567025
-
Analysis of patient treatment procedures
-
Springer, F. Daniel, K. Barkaoui, S. Dustdar (Eds.) Business Process Management Workshops - BPM 2011 International Workshops, Clermont-Ferrand, France, August 29, 2011, Revised Selected Papers, Part I
-
Bose R.P.J.C., van der Aalst W.M.P. Analysis of patient treatment procedures. Lecture Notes in Business Information Processing 2011, vol. 99:165-166. Springer. F. Daniel, K. Barkaoui, S. Dustdar (Eds.).
-
(2011)
Lecture Notes in Business Information Processing
, vol.99
, pp. 165-166
-
-
Bose, R.P.J.C.1
van der Aalst, W.M.P.2
-
13
-
-
84857714594
-
Mining processes in dentistry
-
ACM, G. Luo, J. Liu, C.C. Yang (Eds.)
-
Mans R., Reijers H.A., van Genuchten M., Wismeijer D. Mining processes in dentistry. ACM International Health Informatics Symposium, IHI '12, Miami, FL, USA, January 28-30, 2012 2012, 379-388. ACM. G. Luo, J. Liu, C.C. Yang (Eds.).
-
(2012)
ACM International Health Informatics Symposium, IHI '12, Miami, FL, USA, January 28-30, 2012
, pp. 379-388
-
-
Mans, R.1
Reijers, H.A.2
van Genuchten, M.3
Wismeijer, D.4
-
15
-
-
84893977581
-
Embedding conformance checking in a process intelligence system in hospital environments
-
Springer, R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, A. ten Teije (Eds.) Process Support and Knowledge Representation in Health Care -+ BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers
-
Kirchner K., Herzberg N., Rogge-Solti A., Weske M. Embedding conformance checking in a process intelligence system in hospital environments. Lecture Notes in Computer Science 2012, vol. 7738:126-139. Springer. R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, A. ten Teije (Eds.).
-
(2012)
Lecture Notes in Computer Science
, vol.7738
, pp. 126-139
-
-
Kirchner, K.1
Herzberg, N.2
Rogge-Solti, A.3
Weske, M.4
-
16
-
-
44349173769
-
Process mining for clinical workflows: challenges and current limitations
-
IOS Press, S.K. Andersen, G.O. Klein, S. Schulz, J. Aarts (Eds.) eHealth Beyond the Horizon - Get IT There, Proceedings of MIE2008, The XXIst International Congress of the European Federation for Medical Informatics, Göteborg, Sweden, May 25-28, 2008
-
Lang M., Bürkle T., Laumann S., Prokosch H. Process mining for clinical workflows: challenges and current limitations. Studies in Health Technology and Informatics 2008, vol. 136:229-234. IOS Press. S.K. Andersen, G.O. Klein, S. Schulz, J. Aarts (Eds.).
-
(2008)
Studies in Health Technology and Informatics
, vol.136
, pp. 229-234
-
-
Lang, M.1
Bürkle, T.2
Laumann, S.3
Prokosch, H.4
-
17
-
-
84862658269
-
Data-mining technologies for diabetes: a systematic review
-
Marinov M., Mosa A.S.M., Yoo I., Boren S.A. Data-mining technologies for diabetes: a systematic review. J. Diabetes Sci. Technol. 2011, 5(6):1549-1556.
-
(2011)
J. Diabetes Sci. Technol.
, vol.5
, Issue.6
, pp. 1549-1556
-
-
Marinov, M.1
Mosa, A.S.M.2
Yoo, I.3
Boren, S.A.4
-
20
-
-
84873046605
-
Data mining in healthcare and biomedicine: a survey of the literature
-
Yoo I., Alafaireet P., Marinov M., Pena-Hernandez K., Gopidi R., Chang J.-F., Hua L. Data mining in healthcare and biomedicine: a survey of the literature. J. Med. Syst. 2012, 36(4):2431-2448.
-
(2012)
J. Med. Syst.
, vol.36
, Issue.4
, pp. 2431-2448
-
-
Yoo, I.1
Alafaireet, P.2
Marinov, M.3
Pena-Hernandez, K.4
Gopidi, R.5
Chang, J.-F.6
Hua, L.7
-
21
-
-
77950519462
-
Clinical data mining: a review
-
Iavindrasana J., Cohen G., Depeursinge A., Müller H., Meyer R., Geissbuhler A., et al. Clinical data mining: a review. Yearbook Med. Inform. 2009, 2009:121-133.
-
(2009)
Yearbook Med. Inform.
, vol.2009
, pp. 121-133
-
-
Iavindrasana, J.1
Cohen, G.2
Depeursinge, A.3
Müller, H.4
Meyer, R.5
Geissbuhler, A.6
-
22
-
-
84964484929
-
Techniques of data mining in healthcare: a review
-
Ahmad P., Qamar S., Rizvi S.Q.A. Techniques of data mining in healthcare: a review. Int. J. Comput. Appl. 2015, 120(15):38-50.
-
(2015)
Int. J. Comput. Appl.
, vol.120
, Issue.15
, pp. 38-50
-
-
Ahmad, P.1
Qamar, S.2
Rizvi, S.Q.A.3
-
23
-
-
19844377332
-
Data mining applications in healthcare
-
Koh H.C., Tan G., et al. Data mining applications in healthcare. J. Healthcare Inform. Manage. 2011, 19(2):64-72.
-
(2011)
J. Healthcare Inform. Manage.
, vol.19
, Issue.2
, pp. 64-72
-
-
Koh, H.C.1
Tan, G.2
-
25
-
-
80055051912
-
Business process analysis in healthcare environments: a methodology based on process mining
-
Rebuge Á., Ferreira D.R. Business process analysis in healthcare environments: a methodology based on process mining. Inform. Syst. 2012, 37(2):99-116.
-
(2012)
Inform. Syst.
, vol.37
, Issue.2
, pp. 99-116
-
-
Rebuge, Á.1
Ferreira, D.R.2
-
26
-
-
84872418869
-
On process mining in health care
-
IEEE
-
Kaymak U., Mans R., van de Steeg T., Dierks M. On process mining in health care. Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012, Seoul, Korea (South), October 14-17, 2012 2012, 1859-1864. IEEE.
-
(2012)
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012, Seoul, Korea (South), October 14-17, 2012
, pp. 1859-1864
-
-
Kaymak, U.1
Mans, R.2
van de Steeg, T.3
Dierks, M.4
-
27
-
-
84890779488
-
Process mining in healthcare: data challenges when answering frequently posed questions
-
Springer, R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, A. ten Teije (Eds.) Process Support and Knowledge Representation in Health Care - BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers
-
Mans R., van der Aalst W.M.P., Vanwersch R.J.B., Moleman A.J. Process mining in healthcare: data challenges when answering frequently posed questions. Lecture Notes in Computer Science 2012, vol. 7738:140-153. Springer. R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, A. ten Teije (Eds.).
-
(2012)
Lecture Notes in Computer Science
, vol.7738
, pp. 140-153
-
-
Mans, R.1
van der Aalst, W.M.P.2
Vanwersch, R.J.B.3
Moleman, A.J.4
-
29
-
-
44349111831
-
Process mining techniques: an application to stroke care
-
IOS Press, S.K. Andersen, G.O. Klein, S. Schulz, J. Aarts (Eds.) eHealth Beyond the Horizon - Get IT There, Proceedings of MIE2008, The XXIst International Congress of the European Federation for Medical Informatics, Göteborg, Sweden, May 25-28, 2008
-
Mans R., Schonenberg H., Leonardi G., Panzarasa S., Cavallini A., Quaglini S., van der Aalst W.M.P. Process mining techniques: an application to stroke care. Studies in Health Technology and Informatics 2008, vol. 136:573-578. IOS Press. S.K. Andersen, G.O. Klein, S. Schulz, J. Aarts (Eds.).
-
(2008)
Studies in Health Technology and Informatics
, vol.136
, pp. 573-578
-
-
Mans, R.1
Schonenberg, H.2
Leonardi, G.3
Panzarasa, S.4
Cavallini, A.5
Quaglini, S.6
van der Aalst, W.M.P.7
-
30
-
-
84856585534
-
Reusing a declarative specification to check the conformance of different cigs
-
Springer, F. Daniel, K. Barkaoui, S. Dustdar (Eds.) Business Process Management Workshops - BPM 2011 International Workshops, Clermont-Ferrand, France, August 29, 2011, Revised Selected Papers, Part II
-
Grando M.A., van der Aalst W.M.P., Mans R. Reusing a declarative specification to check the conformance of different cigs. Lecture Notes in Business Information Processing 2011, vol. 100:188-199. Springer. F. Daniel, K. Barkaoui, S. Dustdar (Eds.).
-
(2011)
Lecture Notes in Business Information Processing
, vol.100
, pp. 188-199
-
-
Grando, M.A.1
van der Aalst, W.M.P.2
Mans, R.3
-
32
-
-
84880389041
-
A process-oriented methodology for evaluating the impact of IT: a proposal and an application in healthcare
-
Mans R., Reijers H.A., Wismeijer D., van Genuchten M. A process-oriented methodology for evaluating the impact of IT: a proposal and an application in healthcare. Inform. Syst. 2013, 38(8):1097-1115.
-
(2013)
Inform. Syst.
, vol.38
, Issue.8
, pp. 1097-1115
-
-
Mans, R.1
Reijers, H.A.2
Wismeijer, D.3
van Genuchten, M.4
-
33
-
-
84878721444
-
Discovery of outpatient care process of a tertiary university hospital using process mining
-
Kim E., Kim S., Song M., Kim S., Yoo D., Hwang H., Yoo S. Discovery of outpatient care process of a tertiary university hospital using process mining. Healthcare Inform. Res. 2013, 19(1):42-49.
-
(2013)
Healthcare Inform. Res.
, vol.19
, Issue.1
, pp. 42-49
-
-
Kim, E.1
Kim, S.2
Song, M.3
Kim, S.4
Yoo, D.5
Hwang, H.6
Yoo, S.7
-
34
-
-
80055044508
-
-
(Ph.D. thesis, Master's thesis), Technische Universiteit Eindhoven
-
Gupta S. Workflow and Process Mining in Healthcare 2007, (Ph.D. thesis, Master's thesis), Technische Universiteit Eindhoven.
-
(2007)
Workflow and Process Mining in Healthcare
-
-
Gupta, S.1
-
35
-
-
84938841735
-
Healthcare analytics: examining the diagnosis-treatment cycle
-
Caron F., Vanthienen J., Baesens B. Healthcare analytics: examining the diagnosis-treatment cycle. Procedia Technol. 2013, 9:996-1004.
-
(2013)
Procedia Technol.
, vol.9
, pp. 996-1004
-
-
Caron, F.1
Vanthienen, J.2
Baesens, B.3
-
36
-
-
63849202776
-
Process diagnostics: a method based on process mining
-
IEEE
-
Bozkaya M., Gabriels J., Werf J. Process diagnostics: a method based on process mining. International Conference on Information, Process, and Knowledge Management, 2009. eKNOW'09 2009, 22-27. IEEE.
-
(2009)
International Conference on Information, Process, and Knowledge Management, 2009. eKNOW'09
, pp. 22-27
-
-
Bozkaya, M.1
Gabriels, J.2
Werf, J.3
-
37
-
-
84874412263
-
Getting a grasp on clinical pathway data: an approach based on process mining
-
Springer, T. Washio, J. Luo (Eds.) Emerging Trends in Knowledge Discovery and Data Mining - PAKDD 2012. International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, Revised Selected Papers
-
Weerdt J.D., Caron F., Vanthienen J., Baesens B. Getting a grasp on clinical pathway data: an approach based on process mining. Lecture Notes in Computer Science 2012, vol. 7769:22-35. Springer. T. Washio, J. Luo (Eds.).
-
(2012)
Lecture Notes in Computer Science
, vol.7769
, pp. 22-35
-
-
Weerdt, J.D.1
Caron, F.2
Vanthienen, J.3
Baesens, B.4
-
38
-
-
84867790395
-
On analyzing process compliance in skin cancer treatment: an experience report from the evidence-based medical compliance cluster (EBMC2)
-
Springer, J. Ralyté, X. Franch, S. Brinkkemper, S. Wrycza (Eds.) Advanced Information Systems Engineering - 24th International Conference, CAiSE 2012, Gdansk, Poland, June 25-29, 2012. Proceedings
-
Binder M., Dorda W., Duftschmid G., Dunkl R., Fröschl K.A., Gall W., Grossmann W., Harmankaya K., Hronsky M., Rinderle-Ma S., Rinner C., Weber S. On analyzing process compliance in skin cancer treatment: an experience report from the evidence-based medical compliance cluster (EBMC2). Lecture Notes in Computer Science 2012, vol. 7328:398-413. Springer. J. Ralyté, X. Franch, S. Brinkkemper, S. Wrycza (Eds.).
-
(2012)
Lecture Notes in Computer Science
, vol.7328
, pp. 398-413
-
-
Binder, M.1
Dorda, W.2
Duftschmid, G.3
Dunkl, R.4
Fröschl, K.A.5
Gall, W.6
Grossmann, W.7
Harmankaya, K.8
Hronsky, M.9
Rinderle-Ma, S.10
Rinner, C.11
Weber, S.12
-
39
-
-
84925629090
-
Process mining for clinical processes: a comparative analysis of four Australian hospitals
-
Partington A., Wynn M., Suriadi S., Ouyang C., Karnon J. Process mining for clinical processes: a comparative analysis of four Australian hospitals. ACM Trans. Manage. Inform. Syst. (TMIS) 2015, 5(4):1-19.
-
(2015)
ACM Trans. Manage. Inform. Syst. (TMIS)
, vol.5
, Issue.4
, pp. 1-19
-
-
Partington, A.1
Wynn, M.2
Suriadi, S.3
Ouyang, C.4
Karnon, J.5
-
40
-
-
84902206561
-
A process mining-based investigation of adverse events in care processes
-
Caron F., Vanthienen J., Vanhaecht K., Van Limbergen E., Deweerdt J., Baesens B., et al. A process mining-based investigation of adverse events in care processes. Health Inform. Manage. J. 2014, 43(1):16-25.
-
(2014)
Health Inform. Manage. J.
, vol.43
, Issue.1
, pp. 16-25
-
-
Caron, F.1
Vanthienen, J.2
Vanhaecht, K.3
Van Limbergen, E.4
Deweerdt, J.5
Baesens, B.6
-
42
-
-
84904545639
-
A systematic methodology for outpatient process analysis based on process mining
-
Springer
-
Cho M., Song M., Yoo S. A systematic methodology for outpatient process analysis based on process mining. Asia Pacific Business Process Management 2014, 31-42. Springer.
-
(2014)
Asia Pacific Business Process Management
, pp. 31-42
-
-
Cho, M.1
Song, M.2
Yoo, S.3
-
43
-
-
84897051436
-
A process mining analysis on a virtual electronic patient record system
-
IEEE Computer Society, P.P. Rodrigues, M. Pechenizkiy, J. Gama, R. Cruz-Correia, J. Liu, A.J.M. Traina, P.J.F. Lucas, P. Soda (Eds.)
-
Rebuge Á., Lapão L.V., Freitas A., Cruz-Correia R. A process mining analysis on a virtual electronic patient record system. Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013 2013, 554-555. IEEE Computer Society. P.P. Rodrigues, M. Pechenizkiy, J. Gama, R. Cruz-Correia, J. Liu, A.J.M. Traina, P.J.F. Lucas, P. Soda (Eds.).
-
(2013)
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013
, pp. 554-555
-
-
Rebuge, Á.1
Lapão, L.V.2
Freitas, A.3
Cruz-Correia, R.4
-
44
-
-
84888400288
-
Monitoring care processes in the gynecologic oncology department
-
Caron F., Vanthienen J., Vanhaecht K., van Limbergen E., Weerdt J.D., Baesens B. Monitoring care processes in the gynecologic oncology department. Comput. Biol. Med. 2014, 44:88-96.
-
(2014)
Comput. Biol. Med.
, vol.44
, pp. 88-96
-
-
Caron, F.1
Vanthienen, J.2
Vanhaecht, K.3
van Limbergen, E.4
Weerdt, J.D.5
Baesens, B.6
-
46
-
-
84887459068
-
Process mining for individualized behavior modeling using wireless tracking in nursing homes
-
Fernández-Llatas C., Benedi J.-M., García-Gómez J.M., Traver V. Process mining for individualized behavior modeling using wireless tracking in nursing homes. Sensors 2013, 13(11):15434-15451.
-
(2013)
Sensors
, vol.13
, Issue.11
, pp. 15434-15451
-
-
Fernández-Llatas, C.1
Benedi, J.-M.2
García-Gómez, J.M.3
Traver, V.4
-
47
-
-
67649921298
-
Process mining in healthcare: a contribution to change the culture of blame
-
Springer, D. Ardagna, M. Mecella, J. Yang (Eds.) Business Process Management Workshops, BPM 2008 International Workshops, Milano, Italy, September 1-4, 2008. Revised Papers
-
Quaglini S. Process mining in healthcare: a contribution to change the culture of blame. Lecture Notes in Business Information Processing 2008, vol. 17:308-311. Springer. D. Ardagna, M. Mecella, J. Yang (Eds.).
-
(2008)
Lecture Notes in Business Information Processing
, vol.17
, pp. 308-311
-
-
Quaglini, S.1
-
48
-
-
84870874873
-
Surgical workflow management schemata for cataract procedures
-
Neumuth T., Liebmann P., Wiedemann P., Meixensberger J., et al. Surgical workflow management schemata for cataract procedures. Methods Inform. Med. 2012, 51(5):371-382.
-
(2012)
Methods Inform. Med.
, vol.51
, Issue.5
, pp. 371-382
-
-
Neumuth, T.1
Liebmann, P.2
Wiedemann, P.3
Meixensberger, J.4
-
50
-
-
84872422591
-
Gaining insight from patient journey data using a process-oriented analysis approach
-
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. Proceedings of the Fifth Australasian Workshop on Health Informatics and Knowledge Management 2012, vol. 129:59-66. Australian Computer Society, Inc.
-
(2012)
Proceedings of the Fifth Australasian Workshop on Health Informatics and Knowledge Management
, vol.129
, pp. 59-66
-
-
Perimal-Lewis, L.1
Qin, S.2
Thompson, C.3
Hakendorf, P.4
-
51
-
-
84964507099
-
Health intelligence: discovering the process model using process mining by constructing start-to-end patient journeys
-
Australian Computer Society, Inc.
-
Perimal-Lewis L., De Vries D., Thompson C.H. Health intelligence: discovering the process model using process mining by constructing start-to-end patient journeys. Proceedings of the 7th Australasian Workshop on Health Informatics and Knowledge Management 2014, vol. 153:59-67. Australian Computer Society, Inc.
-
(2014)
Proceedings of the 7th Australasian Workshop on Health Informatics and Knowledge Management
, vol.153
, pp. 59-67
-
-
Perimal-Lewis, L.1
De Vries, D.2
Thompson, C.H.3
-
52
-
-
79251646640
-
Analysis of surgical intervention populations using generic surgical process models
-
Neumuth T., Jannin P., Schlomberg J., Meixensberger J., Wiedemann P., Burgert O. Analysis of surgical intervention populations using generic surgical process models. Int. J. Comput. Assisted Radiol. Surg. 2011, 6(1):59-71.
-
(2011)
Int. J. Comput. Assisted Radiol. Surg.
, vol.6
, Issue.1
, pp. 59-71
-
-
Neumuth, T.1
Jannin, P.2
Schlomberg, J.3
Meixensberger, J.4
Wiedemann, P.5
Burgert, O.6
-
53
-
-
77954880210
-
Combining business process and data discovery techniques for analyzing and improving integrated care pathways
-
Springer, P. Perner (Ed.) Advances in Data Mining. Applications and Theoretical Aspects, 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings
-
Poelmans J., Dedene G., Verheyden G., der Mussele H.V., Viaene S., Peters E.M.L. Combining business process and data discovery techniques for analyzing and improving integrated care pathways. Lecture Notes in Computer Science 2010, vol. 6171:505-517. Springer. P. Perner (Ed.).
-
(2010)
Lecture Notes in Computer Science
, vol.6171
, pp. 505-517
-
-
Poelmans, J.1
Dedene, G.2
Verheyden, G.3
der Mussele, H.V.4
Viaene, S.5
Peters, E.M.L.6
-
54
-
-
84905197248
-
Discovering patient care process models from event logs
-
Citeseer, 8th International Conference of Modeling and Simulation
-
Fei H., Meskens N., et al. Discovering patient care process models from event logs. MOSIM 2008 2008, vol. 10:10-12. Citeseer.
-
(2008)
MOSIM 2008
, vol.10
, pp. 10-12
-
-
Fei, H.1
Meskens, N.2
-
55
-
-
84902368928
-
Process mining based modeling and analysis of workflows in clinical care-a case study in a chicago outpatient clinic
-
IEEE
-
Zhou Z., Wang Y., Li L. Process mining based modeling and analysis of workflows in clinical care-a case study in a chicago outpatient clinic. IEEE 11th International Conference on Networking, Sensing and Control (ICNSC), 2014 2014, 590-595. IEEE.
-
(2014)
IEEE 11th International Conference on Networking, Sensing and Control (ICNSC), 2014
, pp. 590-595
-
-
Zhou, Z.1
Wang, Y.2
Li, L.3
-
56
-
-
84904548669
-
Measuring patient flow variations: a cross-organisational process mining approach
-
Springer
-
Suriadi S., Mans R.S., Wynn M.T., Partington A., Karnon J. Measuring patient flow variations: a cross-organisational process mining approach. Asia Pacific Business Process Management 2014, 43-58. Springer.
-
(2014)
Asia Pacific Business Process Management
, pp. 43-58
-
-
Suriadi, S.1
Mans, R.S.2
Wynn, M.T.3
Partington, A.4
Karnon, J.5
-
58
-
-
40549096041
-
Mining process execution and outcomes - position paper
-
Springer, A.H.M. ter Hofstede, B. Benatallah, H. Paik (Eds.) Business Process Management Workshops, BPM 2007 International Workshops, BPI, BPD, CBP, ProHealth, RefMod, semantics4ws, Brisbane, Australia, September 24, 2007, Revised Selected Papers
-
Peleg M., Soffer P., Ghattas J. Mining process execution and outcomes - position paper. Lecture Notes in Computer Science 2007, vol. 4928:395-400. Springer. A.H.M. ter Hofstede, B. Benatallah, H. Paik (Eds.).
-
(2007)
Lecture Notes in Computer Science
, vol.4928
, pp. 395-400
-
-
Peleg, M.1
Soffer, P.2
Ghattas, J.3
-
59
-
-
84884513985
-
Mining and retrieving medical processes to assess the quality of care
-
Springer
-
Montani S., Leonardi G., Quaglini S., Cavallini A., Micieli G. Mining and retrieving medical processes to assess the quality of care. Case-Based Reasoning Research and Development 2013, 233-240. Springer.
-
(2013)
Case-Based Reasoning Research and Development
, pp. 233-240
-
-
Montani, S.1
Leonardi, G.2
Quaglini, S.3
Cavallini, A.4
Micieli, G.5
-
60
-
-
84929507434
-
Supporting healthcare management decisions via robust clustering of event logs
-
Delias P., Doumpos M., Grigoroudis E., Manolitzas P., Matsatsinis N. Supporting healthcare management decisions via robust clustering of event logs. Knowl.-Based Syst. 2015, 84:203-213.
-
(2015)
Knowl.-Based Syst.
, vol.84
, pp. 203-213
-
-
Delias, P.1
Doumpos, M.2
Grigoroudis, E.3
Manolitzas, P.4
Matsatsinis, N.5
-
61
-
-
84964410703
-
-
European Federation for Medical Informatics and IOS Press
-
Rinner C., Dunkl R., Gall W., Fröschl K.A., Grossmann W., Rinderle-Ma S., Dorda W., Kittler H., Duftschmid G. Cutaneous Melanoma Surveillance by means of Process Mining 2014, European Federation for Medical Informatics and IOS Press.
-
(2014)
Cutaneous Melanoma Surveillance by means of Process Mining
-
-
Rinner, C.1
Dunkl, R.2
Gall, W.3
Fröschl, K.A.4
Grossmann, W.5
Rinderle-Ma, S.6
Dorda, W.7
Kittler, H.8
Duftschmid, G.9
-
62
-
-
84906876053
-
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in type 2 diabetes patients
-
IEEE
-
Dagliati A., Sacchi L., Cerra C., Leporati P., De Cata P., Chiovato L., Holmes J., Bellazzi R., et al. Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in type 2 diabetes patients. 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) 2014, 240-243. IEEE.
-
(2014)
2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)
, pp. 240-243
-
-
Dagliati, A.1
Sacchi, L.2
Cerra, C.3
Leporati, P.4
De Cata, P.5
Chiovato, L.6
Holmes, J.7
Bellazzi, R.8
-
66
-
-
21444455853
-
From data to knowledge: a method for modeling hospital logistic processes
-
Maruster L., Jorna R.J. From data to knowledge: a method for modeling hospital logistic processes. IEEE Trans. Inform. Technol. Biomed. 2005, 9(2):248-255.
-
(2005)
IEEE Trans. Inform. Technol. Biomed.
, vol.9
, Issue.2
, pp. 248-255
-
-
Maruster, L.1
Jorna, R.J.2
-
67
-
-
78449245580
-
Monitoring Deployed Application Usage with Process Mining
-
BPM Center Report BPM-08-11
-
C. Günther, A. Rozinat, W. van der Aalst, K. van Uden, Monitoring Deployed Application Usage with Process Mining, BPM Center Report BPM-08-11, 2008, pp. 1-8.
-
(2008)
, pp. 1-8
-
-
Günther, C.1
Rozinat, A.2
van der Aalst, W.3
van Uden, K.4
-
68
-
-
84907448668
-
Is your upgrade worth it? Process mining can tell
-
van Genuchten M., Mans R., Reijers H., Wismeijer D. Is your upgrade worth it? Process mining can tell. Software, IEEE 2014, 31(5):94-100.
-
(2014)
Software, IEEE
, vol.31
, Issue.5
, pp. 94-100
-
-
van Genuchten, M.1
Mans, R.2
Reijers, H.3
Wismeijer, D.4
-
69
-
-
84934277613
-
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics
-
Basole R.C., Braunstein M.L., Kumar V., Park H., Kahng M., Chau D.H.P., Tamersoy A., Hirsh D.A., Serban N., Bost J., et al. Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. J. Am. Med. Inform. Assoc. 2015, 22(2):318-323.
-
(2015)
J. Am. Med. Inform. Assoc.
, vol.22
, Issue.2
, pp. 318-323
-
-
Basole, R.C.1
Braunstein, M.L.2
Kumar, V.3
Park, H.4
Kahng, M.5
Chau, D.H.P.6
Tamersoy, A.7
Hirsh, D.A.8
Serban, N.9
Bost, J.10
-
70
-
-
84953318923
-
Diabetes care related process modelling using process mining techniques. Lessons learned in the application of interactive pattern recognition: coping with the spaghetti effect
-
IEEE
-
Fernandez-Llatas C., Martinez-Millana A., Martinez-Romero A., Benedi J.M., Traver V. Diabetes care related process modelling using process mining techniques. Lessons learned in the application of interactive pattern recognition: coping with the spaghetti effect. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015, 2127-2130. IEEE.
-
(2015)
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
, pp. 2127-2130
-
-
Fernandez-Llatas, C.1
Martinez-Millana, A.2
Martinez-Romero, A.3
Benedi, J.M.4
Traver, V.5
-
71
-
-
84952760358
-
Rtls-based process mining: towards an automatic process diagnosis in healthcare
-
IEEE
-
Micio R., Fontanili F., Marques G., Bomert P., Lauras M. Rtls-based process mining: towards an automatic process diagnosis in healthcare. 2015 IEEE International Conference on Automation Science and Engineering (CASE) 2015, 1397-1402. IEEE.
-
(2015)
2015 IEEE International Conference on Automation Science and Engineering (CASE)
, pp. 1397-1402
-
-
Micio, R.1
Fontanili, F.2
Marques, G.3
Bomert, P.4
Lauras, M.5
-
72
-
-
84949008494
-
Process mining methodology for health process tracking using real-time indoor location systems
-
Fernandez-Llatas C., Lizondo A., Monton E., Benedi J.-M., Traver V. Process mining methodology for health process tracking using real-time indoor location systems. Sensors 2015, 15(12):29821-29840.
-
(2015)
Sensors
, vol.15
, Issue.12
, pp. 29821-29840
-
-
Fernandez-Llatas, C.1
Lizondo, A.2
Monton, E.3
Benedi, J.-M.4
Traver, V.5
-
73
-
-
84945943737
-
Application of process mining and semantic structuring towards a lean healthcare network
-
Springer
-
Antonelli D., Bruno G. Application of process mining and semantic structuring towards a lean healthcare network. Risks and Resilience of Collaborative Networks 2015, 497-508. Springer.
-
(2015)
Risks and Resilience of Collaborative Networks
, pp. 497-508
-
-
Antonelli, D.1
Bruno, G.2
-
74
-
-
84940974482
-
Declarative process mining in healthcare
-
Rovani M., Maggi F.M., de Leoni M., van der Aalst W.M. Declarative process mining in healthcare. Expert Syst. Appl. 2015, 42(23):9236-9251.
-
(2015)
Expert Syst. Appl.
, vol.42
, Issue.23
, pp. 9236-9251
-
-
Rovani, M.1
Maggi, F.M.2
de Leoni, M.3
van der Aalst, W.M.4
-
75
-
-
84955413109
-
Analyzing pacs usage patterns by means of process mining: steps toward a more detailed workflow analysis in radiology
-
Forsberg D., Rosipko B., Sunshine J.L. Analyzing pacs usage patterns by means of process mining: steps toward a more detailed workflow analysis in radiology. J. Digital Imaging 2016, 29(1):47-58.
-
(2016)
J. Digital Imaging
, vol.29
, Issue.1
, pp. 47-58
-
-
Forsberg, D.1
Rosipko, B.2
Sunshine, J.L.3
-
76
-
-
82155166482
-
Assessing medical treatment compliance based on formal process modeling
-
A. Holzinger, K. Simonic (Eds.) Information Quality in e-Health - 7th Conference of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society, USAB 2011, Graz, Austria, November 25-26, 2011. Proceedings
-
Dunkl R., Fröschl K.A., Grossmann W., Rinderle-Ma S. Assessing medical treatment compliance based on formal process modeling. Lecture Notes in Computer Science 2011, vol. 7058:533-546. A. Holzinger, K. Simonic (Eds.).
-
(2011)
Lecture Notes in Computer Science
, vol.7058
, pp. 533-546
-
-
Dunkl, R.1
Fröschl, K.A.2
Grossmann, W.3
Rinderle-Ma, S.4
-
77
-
-
84869861904
-
Workflow mining and outlier detection from clinical activity logs
-
Bouarfa L., Dankelman J. Workflow mining and outlier detection from clinical activity logs. J. Biomed. Inform. 2012, 45(6):1185-1190.
-
(2012)
J. Biomed. Inform.
, vol.45
, Issue.6
, pp. 1185-1190
-
-
Bouarfa, L.1
Dankelman, J.2
-
79
-
-
84894311483
-
Effect of a checklist on advanced trauma life support workflow deviations during trauma resuscitations without pre-arrival notification
-
Kelleher D.C., Bose R.J.C., Waterhouse L.J., Carter E.A., Burd R.S. Effect of a checklist on advanced trauma life support workflow deviations during trauma resuscitations without pre-arrival notification. J. Am. College Surg. 2014, 218(3):459-466.
-
(2014)
J. Am. College Surg.
, vol.218
, Issue.3
, pp. 459-466
-
-
Kelleher, D.C.1
Bose, R.J.C.2
Waterhouse, L.J.3
Carter, E.A.4
Burd, R.S.5
-
82
-
-
26444580289
-
The prom framework: a new era in process mining tool support
-
Springer, G. Ciardo, P. Darondeau (Eds.) Applications and Theory of Petri Nets 2005, 26th International Conference, ICATPN 2005, Miami, USA, June 20-25, 2005, Proceedings
-
van Dongen B.F., de Medeiros A.K.A., Verbeek H.M.W., Weijters A.J.M.M., van der Aalst W.M.P. The prom framework: a new era in process mining tool support. Lecture Notes in Computer Science 2005, vol. 3536:444-454. Springer. G. Ciardo, P. Darondeau (Eds.).
-
(2005)
Lecture Notes in Computer Science
, vol.3536
, pp. 444-454
-
-
van Dongen, B.F.1
de Medeiros, A.K.A.2
Verbeek, H.M.W.3
Weijters, A.J.M.M.4
van der Aalst, W.M.P.5
-
85
-
-
84937805177
-
First steps towards process mining in distributed health information systems
-
Paster F., Helm E. First steps towards process mining in distributed health information systems. J. Electron. Telecommun. 2015, 61(2):137-142.
-
(2015)
J. Electron. Telecommun.
, vol.61
, Issue.2
, pp. 137-142
-
-
Paster, F.1
Helm, E.2
-
86
-
-
84926254208
-
Improving structural medical process comparison by exploiting domain knowledge and mined information
-
Montani S., Leonardi G., Quaglini S., Cavallini A., Micieli G. Improving structural medical process comparison by exploiting domain knowledge and mined information. Artif. Intell. Med. 2014, 62(1):33-45.
-
(2014)
Artif. Intell. Med.
, vol.62
, Issue.1
, pp. 33-45
-
-
Montani, S.1
Leonardi, G.2
Quaglini, S.3
Cavallini, A.4
Micieli, G.5
-
88
-
-
40549143268
-
Process Mining with the Heuristics Miner-algorithm, Technische Universiteit Eindhoven
-
A. Weijters, W.M. van Der Aalst, A.A. De Medeiros, Process Mining with the Heuristics Miner-algorithm, Technische Universiteit Eindhoven, Tech. Rep. WP, vol. 166, 2006, pp. 1-34.
-
(2006)
Tech. Rep. WP
, vol.166
, pp. 1-34
-
-
Weijters, A.1
van Der Aalst, W.M.2
De Medeiros, A.A.3
-
89
-
-
38049156249
-
Fuzzy mining-adaptive process simplification based on multi-perspective metrics
-
Springer
-
Günther C.W., Van Der Aalst W.M. Fuzzy mining-adaptive process simplification based on multi-perspective metrics. Business Process Management 2007, 328-343. Springer.
-
(2007)
Business Process Management
, pp. 328-343
-
-
Günther, C.W.1
Van Der Aalst, W.M.2
-
93
-
-
35748949584
-
Conformance checking of processes based on monitoring real behavior
-
Rozinat A., van der Aalst W.M. Conformance checking of processes based on monitoring real behavior. Inform. Syst. 2008, 33(1):64-95.
-
(2008)
Inform. Syst.
, vol.33
, Issue.1
, pp. 64-95
-
-
Rozinat, A.1
van der Aalst, W.M.2
-
94
-
-
84887496788
-
Prom: the process mining toolkit
-
Van der Aalst W.M., van Dongen B.F., Günther C.W., Rozinat A., Verbeek E., Weijters T. Prom: the process mining toolkit. BPM (Demos) 2009, 489:31.
-
(2009)
BPM (Demos)
, vol.489
, pp. 31
-
-
Van der Aalst, W.M.1
van Dongen, B.F.2
Günther, C.W.3
Rozinat, A.4
Verbeek, E.5
Weijters, T.6
-
96
-
-
56049101373
-
Towards comprehensive support for organizational mining
-
Song M., Van der Aalst W.M. Towards comprehensive support for organizational mining. Decis. Supp. Syst. 2008, 46(1):300-317.
-
(2008)
Decis. Supp. Syst.
, vol.46
, Issue.1
, pp. 300-317
-
-
Song, M.1
Van der Aalst, W.M.2
-
97
-
-
54349091536
-
Workflow mining for visualization and analysis of surgeries
-
Blum T., Padoy N., Feußner H., Navab N. Workflow mining for visualization and analysis of surgeries. Int. J. Comput. Assisted Radiol. Surg. 2008, 3(5):379-386.
-
(2008)
Int. J. Comput. Assisted Radiol. Surg.
, vol.3
, Issue.5
, pp. 379-386
-
-
Blum, T.1
Padoy, N.2
Feußner, H.3
Navab, N.4
-
98
-
-
84886534404
-
Heart cycle: facilitating the deployment of advanced care processes
-
IEEE
-
Meneu T., Traver V., Guillen S., Valdivieso B., Benedi J., Fernandez-Llatas C. Heart cycle: facilitating the deployment of advanced care processes. Proceeding of the 35th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBC) 2013, 6996-6999. IEEE.
-
(2013)
Proceeding of the 35th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBC)
, pp. 6996-6999
-
-
Meneu, T.1
Traver, V.2
Guillen, S.3
Valdivieso, B.4
Benedi, J.5
Fernandez-Llatas, C.6
-
101
-
-
84994075881
-
Exploring clinical care processes using visual and data analytics: challenges and opportunities
-
Kumar V., Park H., Basole R.C., Braunstein M., Kahng M., Chau D.H., Tamersoy A., Hirsh D.A., Serban N., Bost J., et al. Exploring clinical care processes using visual and data analytics: challenges and opportunities. Knowledge Discovery and Data Mining (KDD): Workshop on Data Science for Social Good 2014, 1-5.
-
(2014)
Knowledge Discovery and Data Mining (KDD): Workshop on Data Science for Social Good
, pp. 1-5
-
-
Kumar, V.1
Park, H.2
Basole, R.C.3
Braunstein, M.4
Kahng, M.5
Chau, D.H.6
Tamersoy, A.7
Hirsh, D.A.8
Serban, N.9
Bost, J.10
-
102
-
-
0003766190
-
-
McGraw-Hill Inc., New York, NY, USA
-
Berson A., Smith S.J. Data Warehousing, Data Mining, and Olap 1997, McGraw-Hill Inc., New York, NY, USA. first ed.
-
(1997)
Data Warehousing, Data Mining, and Olap
-
-
Berson, A.1
Smith, S.J.2
|