{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T20:50:56Z","timestamp":1740171056338,"version":"3.37.3"},"reference-count":49,"publisher":"Oxford University Press (OUP)","issue":"2","funder":[{"DOI":"10.13039\/501100004895","name":"European Social Fund","doi-asserted-by":"publisher","award":["TAMOP-4.2.2.C-11\/1\/KONV-2012-0013"],"award-info":[{"award-number":["TAMOP-4.2.2.C-11\/1\/KONV-2012-0013"]}],"id":[{"id":"10.13039\/501100004895","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,4,1]]},"DOI":"10.1093\/comnet\/cnx031","type":"journal-article","created":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T15:25:04Z","timestamp":1500650704000},"page":"206-214","source":"Crossref","is-referenced-by-count":5,"title":["Complex clinical pathways of an autoimmune disease"],"prefix":"10.1093","volume":"6","author":[{"given":"Gergely","family":"Palla","sequence":"first","affiliation":[{"name":"MTA-ELTE Statistical and Biological Physics Research Group, 1117 Budapest, P\u00e1zm\u00e1ny P s 1\/a, Budapest, Hungary"}]},{"given":"N\u00f3ra","family":"P\u00e1ll","sequence":"additional","affiliation":[{"name":"Faculty of Science, Regional Science Center, E\u00f6tv\u00f6s Lor\u00e1nd University, 1117 Budapest, P\u00e1zm\u00e1ny P s 1\/a, Budapest, Hungary"}]},{"given":"Anna","family":"Horv\u00e1th","sequence":"additional","affiliation":[{"name":"3rd Department of Internal Medicine, Semmelweis University, H-1125 Budapest, K\u00fatv\u00f6lgyi \u00fat 4., Budapest, Hungary"}]},{"given":"Katalin","family":"Moln\u00e1r","sequence":"additional","affiliation":[]},{"given":"B\u00e1lint","family":"T\u00f3th","sequence":"additional","affiliation":[{"name":"Department of Biological Physics, E\u00f6tv\u00f6s Lor\u00e1nd University, 1117 Budapest, P\u00e1zm\u00e1ny P s 1\/a, Budapest, Hungary"}]},{"given":"Tam\u00e1s","family":"Kov\u00e1ts","sequence":"additional","affiliation":[{"name":"National Healthcare Service Center, H-1125 Budapest, Di\u00f6s \u00e1rok 3, Budapest, Hungary"}]},{"given":"Gy\u00f6rgy","family":"Surj\u00e1n","sequence":"additional","affiliation":[{"name":"National Healthcare Service Center, H-1125 Budapest, Di\u00f6s \u00e1rok 3, Budapest, Hungary"}]},{"given":"Tam\u00e1s","family":"Vicsek","sequence":"additional","affiliation":[{"name":"Department of Biological Physics, E\u00f6tv\u00f6s Lor\u00e1nd University, 1117 Budapest, P\u00e1zm\u00e1ny P s 1\/a, Budapest, Hungary"}]},{"given":"P\u00e9ter","family":"Pollner","sequence":"additional","affiliation":[{"name":"MTA-ELTE Statistical and Biological Physics Research Group, 1117 Budapest, P\u00e1zm\u00e1ny P s 1\/a, Budapest, Hungary"}]}],"member":"286","published-online":{"date-parts":[[2017,10,16]]},"reference":[{"key":"key\n\t\t\t\t20180321100305_B1","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1103\/RevModPhys.74.47","article-title":"Statistical mechanics of complex networks.","volume":"74","author":"Albert","year":"2002","journal-title":"Rev. Mod. Phys."},{"volume-title":"Evolution of Networks: From Biological Nets to the Internet and WWW","year":"2003","author":"Mendes","key":"key\n\t\t\t\t20180321100305_B2"},{"key":"key\n\t\t\t\t20180321100305_B3","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1038\/30918","article-title":"Collective dynamics of \u2018small-world\u2019 networks.","volume":"393","author":"Watts","year":"1998","journal-title":"Nature"},{"key":"key\n\t\t\t\t20180321100305_B4","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1126\/science.286.5439.509","article-title":"Emergence of scaling in random networks.","volume":"286","author":"Barab\u00e1si","year":"1999","journal-title":"Science"},{"key":"key\n\t\t\t\t20180321100305_B5","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1145\/316194.316229","article-title":"On power-law relationships of the internet topology.","volume":"29","author":"Faloutsos","year":"1999","journal-title":"Comput. Commun. Rev."},{"key":"key\n\t\t\t\t20180321100305_B6","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.physrep.2009.11.002","article-title":"Community detection in graphs.","volume":"486","author":"Fortunato","year":"2010","journal-title":"Phys. Rep."},{"key":"key\n\t\t\t\t20180321100305_B7","doi-asserted-by":"crossref","first-page":"7821","DOI":"10.1073\/pnas.122653799","article-title":"Community structure in social and biological networks.","volume":"99","author":"Girvan","year":"2002","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"key\n\t\t\t\t20180321100305_B8","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1038\/nature03607","article-title":"Uncovering the overlapping community structure of complex networks in nature and society.","volume":"435","author":"Palla","year":"2005","journal-title":"Nature"},{"key":"key\n\t\t\t\t20180321100305_B9","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1038\/nature06830","article-title":"Hierarchical structure and the prediction of missing links in networks.","volume":"453","author":"Clauset","year":"2008","journal-title":"Nature"},{"key":"key\n\t\t\t\t20180321100305_B10","doi-asserted-by":"crossref","first-page":"13316","DOI":"10.1073\/pnas.1300832110","article-title":"On the origins of hierarchy in complex networks.","volume":"110","author":"Corominas-Murtra","year":"2013","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"key\n\t\t\t\t20180321100305_B11","doi-asserted-by":"crossref","first-page":"e33799","DOI":"10.1371\/journal.pone.0033799","article-title":"Hierarchy measure for complex networks.","volume":"7","author":"Mones","year":"2012","journal-title":"PLoS One"},{"key":"key\n\t\t\t\t20180321100305_B12","doi-asserted-by":"crossref","first-page":"15016","DOI":"10.1057\/palcomms.2015.16","article-title":"Hierarchical networks of scientific journals.","volume":"1","author":"Palla","year":"2015","journal-title":"Palgrave Commun."},{"key":"key\n\t\t\t\t20180321100305_B13","doi-asserted-by":"crossref","DOI":"10.1007\/1-4020-4127-6","volume-title":"Hierarchy in Natural and Social Sciences","author":"Pumain","year":"2006"},{"key":"key\n\t\t\t\t20180321100305_B14","doi-asserted-by":"crossref","first-page":"7366","DOI":"10.1038\/ncomms8366","article-title":"Diffusion on networked systems is a question of time or structure.","volume":"6","author":"Delvenne","year":"2015","journal-title":"Nature Commun."},{"key":"key\n\t\t\t\t20180321100305_B15","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.physrep.2012.03.001","article-title":"Temporal networks.","volume":"519","author":"Holme","year":"2012","journal-title":"Phys. Rep."},{"key":"key\n\t\t\t\t20180321100305_B16","doi-asserted-by":"crossref","first-page":"032309","DOI":"10.1103\/PhysRevE.93.032309","article-title":"Efficient community detection of network flows for varying Markov times and bipartite networks.","volume":"93","author":"Kheirkhahzadeh","year":"2016","journal-title":"Phys. Rev. E"},{"key":"key\n\t\t\t\t20180321100305_B17","doi-asserted-by":"crossref","first-page":"198701","DOI":"10.1103\/PhysRevLett.110.198701","article-title":"Betweenness preference: quantifying correlations in the topological dynamics of temporal networks.","volume":"110","author":"Pfitzner","year":"2013","journal-title":"Phys. Rev. Lett."},{"key":"key\n\t\t\t\t20180321100305_B18","doi-asserted-by":"crossref","first-page":"4630","DOI":"10.1038\/ncomms5630","article-title":"Memory in network flows and its effects on spreading dynamics and community detection.","volume":"5","author":"Rosvall","year":"2014","journal-title":"Nature Commun."},{"key":"key\n\t\t\t\t20180321100305_B19","doi-asserted-by":"crossref","first-page":"5024","DOI":"10.1038\/ncomms6024","article-title":"Causality-driven slow-down and speed-up of diffusion in non-Markovian temporal networks.","volume":"5","author":"Scholtes","year":"2014","journal-title":"Nature Commun."},{"key":"key\n\t\t\t\t20180321100305_B20","doi-asserted-by":"crossref","first-page":"e102070","DOI":"10.1371\/journal.pone.0102070","article-title":"Detecting memory and structure in human navigation patterns using Markov chain models of varying order.","volume":"9","author":"Singer","year":"2014","journal-title":"PLoS One"},{"key":"key\n\t\t\t\t20180321100305_B21","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/j.is.2011.01.003","article-title":"Business process analysis in healthcare environments: a methodology based on process mining. Management and Engineering of Process-Aware Information Systems.","volume":"37","author":"Rebuge","year":"2012","journal-title":"Inf. Syst."},{"article-title":"Bibliography of operating room management articles.","year":"2017","author":"Dexter","key":"key\n\t\t\t\t20180321100305_B22"},{"key":"key\n\t\t\t\t20180321100305_B23","first-page":"185","article-title":"A model for predicting recovery progress of coronary patients.","volume":"3","author":"Thomas","year":"1968","journal-title":"Health Serv. Res."},{"key":"key\n\t\t\t\t20180321100305_B24","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1016\/j.cie.2014.04.016","article-title":"Patient flow modelling and performance analysis of healthcare delivery processes in hospitals: a review and reflections.","volume":"78","author":"Bhattacharjee","year":"2014","journal-title":"Comput. Ind. Eng."},{"key":"key\n\t\t\t\t20180321100305_B25","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1057\/palgrave.jors.2602173","article-title":"Where to treat the older patient? Can Markov models help us better understand the relationship between hospital and community care?","volume":"58","author":"McClean","year":"2007","journal-title":"J. Oper. Res. Soc."},{"key":"key\n\t\t\t\t20180321100305_B26","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1186\/1471-2288-10-60","article-title":"A spoonful of math helps the medicine go down: an illustration of How healthcare can benefit from mathematical modeling and analysis.","volume":"10","author":"Foster","year":"2010","journal-title":"BMC Med. Res. Methodol"},{"key":"key\n\t\t\t\t20180321100305_B27","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1023\/A:1020394525938","article-title":"Modelling patient duration of stay to facilitate resource management of geriatric hospitals.","volume":"5","author":"Marshall","year":"2002","journal-title":"Health Care Manag. Sci."},{"key":"key\n\t\t\t\t20180321100305_B28","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1186\/1741-7015-5-34","article-title":"Predictability and epidemic pathways in global outbreaks of infectious diseases: the SARS case study.","volume":"5","author":"Colizza","year":"2007","journal-title":"BMC Med."},{"key":"key\n\t\t\t\t20180321100305_B29","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1016\/j.cie.2015.07.013","article-title":"Social network based sensitivity analysis for patient flow using computer simulation.","volume":"88","author":"Nikakhtar","year":"2015","journal-title":"Comput. Indus. Eng."},{"key":"key\n\t\t\t\t20180321100305_B30","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.jbi.2012.10.001","article-title":"Summarizing clinical pathways from event logs.","volume":"46","author":"Huang","year":"2013","journal-title":"J. Biomed. Inform."},{"key":"key\n\t\t\t\t20180321100305_B31","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1258\/j.jicp.2006.124","article-title":"Prevalence and use of clinical pathways in 23 countries\u2014an international survey by the European Pathway Association.","volume":"10","author":"Vanhaecht","year":"2006","journal-title":"J. Integr. Pathw."},{"key":"key\n\t\t\t\t20180321100305_B32","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1287\/14-SSY153","article-title":"On patient flow in hospitals: a data-based queueing-science perspective.","volume":"5","author":"Armony","year":"2015","journal-title":"Stoch. Syst."},{"key":"key\n\t\t\t\t20180321100305_B33","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1093\/intqhc\/mzg057","article-title":"Reducing clinical variations with clinical pathways: do pathways work?","volume":"15","author":"Panella","year":"2003","journal-title":"Int. J. Qual. Health Care"},{"key":"key\n\t\t\t\t20180321100305_B34","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/j.eswa.2016.02.052","article-title":"Predictive monitoring of clinical pathways.","volume":"56","author":"Huang","year":"2016","journal-title":"Expert Syst. Appl."},{"key":"key\n\t\t\t\t20180321100305_B35","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/S1015-9584(09)60355-9","article-title":"Colorectal clinical pathways: a method of improving clinical outcome?","volume":"28","author":"Tan","year":"2005","journal-title":"Asian J. Surg."},{"key":"key\n\t\t\t\t20180321100305_B36","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1145\/2629446","article-title":"Process mining for clinical processes: a comparative analysis of four Australian hospitals.","volume":"5","author":"Partington","year":"2015","journal-title":"ACM Trans. Manag. Inf. Syst."},{"key":"key\n\t\t\t\t20180321100305_B37","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1038\/nrg3208","article-title":"Mining electronic health records: towards better research applications and clinical care.","volume":"13","author":"Jensen","year":"2012","journal-title":"Nature Rev. Genet."},{"key":"key\n\t\t\t\t20180321100305_B38","doi-asserted-by":"crossref","first-page":"115013","DOI":"10.1088\/1367-2630\/16\/11\/115013","article-title":"Spreading of diseases through comorbidity networks across life and gender.","volume":"16","author":"Chmiel","year":"2014","journal-title":"New J. Phys."},{"key":"key\n\t\t\t\t20180321100305_B39","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1145\/2872518.2890544","article-title":"GraPhys: Understanding health care insurance data through graph analytics.","volume-title":"Proceedings of the 25th International Conference Companion on World Wide Web, WWW \u201916 Companion","author":"Moyano","year":"2016"},{"key":"key\n\t\t\t\t20180321100305_B40","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1097\/MLR.0b013e3182977991","article-title":"Using administrative data to identify naturally occurring networks of physicians.","volume":"51","author":"Landon","year":"2013","journal-title":"Med. Care"},{"key":"key\n\t\t\t\t20180321100305_B41","doi-asserted-by":"crossref","first-page":"7329","DOI":"10.1073\/pnas.1510502113","article-title":"Characterizing treatment pathways at scale using the OHDSI network.","volume":"113","author":"Hripcsak","year":"2016","journal-title":"Proc. Nat. Acad. Sci. USA"},{"key":"key\n\t\t\t\t20180321100305_B42","doi-asserted-by":"crossref","first-page":"74","DOI":"10.7326\/0003-4819-104-1-74","article-title":"Relapsing polychondritis. Survival and predictive role of early disease manifestations.","volume":"104","author":"Jr","year":"1986","journal-title":"Ann. Intern. Med."},{"key":"key\n\t\t\t\t20180321100305_B43","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1097\/00002281-200401000-00011","article-title":"Relapsing polychondritis.","volume":"16","author":"Kent","year":"2004","journal-title":"Curr. Opin. Rheumatol."},{"key":"key\n\t\t\t\t20180321100305_B44","doi-asserted-by":"crossref","first-page":"211","DOI":"10.2147\/CLEP.S91439","article-title":"A nationwide study of the epidemiology of relapsing polychondritis.","volume":"8","author":"Horv\u00e1th","year":"2016","journal-title":"Clin. Epidemiol."},{"key":"key\n\t\t\t\t20180321100305_B45","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780199641178.001.0001","volume-title":"Time Series Analysis by State Space Methods","author":"Durbin","year":"2012"},{"volume-title":"Nonlinear Time Series Analysis","year":"2004","author":"Holger","key":"key\n\t\t\t\t20180321100305_B46"},{"key":"key\n\t\t\t\t20180321100305_B47","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1002\/j.1538-7305.1948.tb01338.x","article-title":"A mathematical theory of communication.","volume":"27","author":"Shannon","year":"1948","journal-title":"Bell Syst. Tech. J."},{"key":"key\n\t\t\t\t20180321100305_B48","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1016\/j.autrev.2010.02.016","article-title":"Relapsing polychondritis: an autoimmune disease with many faces.","volume":"9","author":"Lahmer","year":"2010","journal-title":"Autoimmun. Rev."},{"key":"key\n\t\t\t\t20180321100305_B49","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1097\/00005792-197605000-00001","article-title":"Relapsing polychondritis: prospective study of 23 patients and a review of the literature.","volume":"55","author":"McAdam","year":"1976","journal-title":"Medicine"}],"container-title":["Journal of Complex Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/academic.oup.com\/comnet\/article-pdf\/6\/2\/206\/24452345\/cnx031.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T05:08:55Z","timestamp":1569906535000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/comnet\/article\/6\/2\/206\/4554436"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,16]]},"references-count":49,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2017,10,16]]},"published-print":{"date-parts":[[2018,4,1]]}},"URL":"https:\/\/doi.org\/10.1093\/comnet\/cnx031","relation":{},"ISSN":["2051-1310","2051-1329"],"issn-type":[{"type":"print","value":"2051-1310"},{"type":"electronic","value":"2051-1329"}],"subject":[],"published-other":{"date-parts":[[2018,4]]},"published":{"date-parts":[[2017,10,16]]}}}