{"id":"https://openalex.org/W4240902204","doi":"https://doi.org/10.1109/wsc.2016.7822256","title":"Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation","display_name":"Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W4240902204","doi":"https://doi.org/10.1109/wsc.2016.7822256"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2016.7822256","doi":"https://doi.org/10.1109/wsc.2016.7822256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822256","pdf_url":null,"source":{"id":"https://openalex.org/S4306421180","display_name":"Winter Simulation Conference","issn_l":"0891-7736","issn":["0891-7736"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055669214","display_name":"Vincent Augusto","orcid":"https://orcid.org/0000-0002-5063-0831","observed_orcids":["https://orcid.org/0000-0002-5063-0831"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Augusto","raw_affiliation_strings":["UMR CNRS 6158 LIMOS, Center for Biomedical and Healthcare Engineering, Saint-Etienne cedex 2, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR CNRS 6158 LIMOS, Center for Biomedical and Healthcare Engineering, Saint-Etienne cedex 2, FRANCE","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044117021","display_name":"Xiaolan Xie","orcid":"https://orcid.org/0000-0002-6579-1523","observed_orcids":["https://orcid.org/0000-0002-6579-1523"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiaolan Xie","raw_affiliation_strings":["UMR CNRS 6158 LIMOS, Center for Biomedical and Healthcare Engineering, Saint-Etienne cedex 2, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR CNRS 6158 LIMOS, Center for Biomedical and Healthcare Engineering, Saint-Etienne cedex 2, FRANCE","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036372596","display_name":"Martin Prodel","orcid":"https://orcid.org/0000-0002-4092-422X","observed_orcids":["https://orcid.org/0000-0002-4092-422X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Prodel","raw_affiliation_strings":["HEVA, Lyon cedex 06, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HEVA, Lyon cedex 06, FRANCE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058706271","display_name":"Baptiste Jouaneton","orcid":"https://orcid.org/0000-0001-6764-4335","observed_orcids":["https://orcid.org/0000-0001-6764-4335"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baptiste Jouaneton","raw_affiliation_strings":["HEVA, Lyon cedex 06, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HEVA, Lyon cedex 06, FRANCE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026030569","display_name":"Ludovic Lamarsalle","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ludovic Lamarsalle","raw_affiliation_strings":["HEVA, Lyon cedex 06, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HEVA, Lyon cedex 06, FRANCE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4643,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.97736721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2135","last_page":"2146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.027799999341368675,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12664","display_name":"Clinical practice guidelines implementation","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/care-pathways","display_name":"care pathways","score":0.9779999852180481},{"id":"https://openalex.org/keywords/process-mining","display_name":"process mining","score":0.9760000109672546},{"id":"https://openalex.org/keywords/causal-networks","display_name":"causal networks","score":0.7749999761581421},{"id":"https://openalex.org/keywords/statecharts","display_name":"statecharts","score":0.9549999833106995},{"id":"https://openalex.org/keywords/implantable-cardioverter-defibrillator","display_name":"implantable cardioverter-defibrillator","score":0.8529999852180481},{"id":"https://openalex.org/keywords/cardiovascular-disease","display_name":"cardiovascular disease","score":0.7689999938011169},{"id":"https://openalex.org/keywords/medical-decision-analysis","display_name":"medical decision analysis","score":0.5669999718666077},{"id":"https://openalex.org/keywords/relapse-rate","display_name":"relapse rate","score":0.6299999952316284},{"id":"https://openalex.org/keywords/mortality","display_name":"mortality","score":0.7860000133514404},{"id":"https://openalex.org/keywords/health-care-costs","display_name":"health care costs","score":0.8140000104904175},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.6570000052452087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7098380923271179},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6442980766296387},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6323497295379639},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6199652552604675},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5513378381729126},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5222499966621399},{"id":"https://openalex.org/C2778373050","wikidata":"https://www.wikidata.org/wiki/Q1774706","display_name":"Clinical pathway","level":2,"score":0.45552074909210205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4146157503128052},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.19506990909576416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17080548405647278},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1642027497291565},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2016.7822256","doi":"https://doi.org/10.1109/wsc.2016.7822256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822256","pdf_url":null,"source":{"id":"https://openalex.org/S4306421180","display_name":"Winter Simulation Conference","issn_l":"0891-7736","issn":["0891-7736"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5899999737739563}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W168056465","https://openalex.org/W1497007062","https://openalex.org/W1611988442","https://openalex.org/W2008161988","https://openalex.org/W2047247871","https://openalex.org/W2062154491","https://openalex.org/W2087103691","https://openalex.org/W2098250644","https://openalex.org/W2115937275","https://openalex.org/W2168958548","https://openalex.org/W2170917993","https://openalex.org/W4230145224"],"related_works":["https://openalex.org/W2784294602","https://openalex.org/W4292794379","https://openalex.org/W1947559359","https://openalex.org/W2912330094","https://openalex.org/W3151600165","https://openalex.org/W2038895707","https://openalex.org/W2594243812","https://openalex.org/W2168958548","https://openalex.org/W2778967933","https://openalex.org/W2521719800"],"abstract_inverted_index":{"The":[0],"analysis":[1,26],"of":[2,27,90,99,143],"clinical":[3,29],"pathways":[4,30],"from":[5,131],"event":[6],"logs":[7],"provides":[8],"new":[9,20,144],"insights":[10],"about":[11],"care":[12],"processes.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17],"propose":[18],"a":[19,33,107],"methodology":[21],"to":[22,41,51,56,67,81,95,123,128],"automatically":[23],"perform":[24],"simulation":[25,63],"patients'":[28],"based":[31],"on":[32,74,109],"national":[34],"hospital":[35,134],"database.":[36],"Process":[37],"mining":[38],"is":[39,65,86],"used":[40,66],"build":[42],"highly":[43],"representative":[44],"causal":[45],"nets,":[46],"which":[47],"are":[48],"then":[49],"converted":[50],"state":[52],"charts":[53],"in":[54],"order":[55],"be":[57,124],"executed.":[58],"A":[59,70,88],"joint":[60],"multi-agent":[61],"discrete-event":[62],"approach":[64,120],"implement":[68],"models.":[69],"practical":[71],"case":[72],"study":[73,96],"patients":[75],"having":[76],"cardiovascular":[77],"diseases":[78],"and":[79,116,141],"eligible":[80],"receive":[82],"an":[83,125,132],"implantable":[84],"defibrillator":[85],"provided.":[87],"design":[89,140],"experiments":[91],"has":[92,121],"been":[93],"proposed":[94],"the":[97,110,113,117,139],"impact":[98],"medical":[100],"decisions,":[101],"such":[102],"as":[103],"implanting":[104],"or":[105],"not":[106],"defibrillator,":[108],"relapse":[111],"rate,":[112],"death":[114],"rate":[115],"cost.":[118],"This":[119],"proven":[122],"innovative":[126],"way":[127],"extract":[129],"knowledge":[130],"existing":[133],"database":[135],"through":[136],"simulation,":[137],"allowing":[138],"test":[142],"scenarios.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-05-12T00:00:00"}
