{"id":"https://openalex.org/W4391409099","doi":"https://doi.org/10.1109/wsc60868.2023.10407783","title":"A Preliminary Predictive Simulation Model for Hip and Knee Replacement Profile-Dependent Pathway Stages","display_name":"A Preliminary Predictive Simulation Model for Hip and Knee Replacement Profile-Dependent Pathway Stages","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391409099","doi":"https://doi.org/10.1109/wsc60868.2023.10407783"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10407783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc60868.2023.10407783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","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/A5093834144","display_name":"Ahmed Bakali El Kassimi","orcid":"https://orcid.org/0009-0008-6241-7668"},"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/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Bakali El Kassimi","raw_affiliation_strings":["Univ Clermont Auvergne INP Clermont Auvergne, CNRS,Mines Saint-Etienne,Saint-&#x00C9;tienne,France,42023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Clermont Auvergne INP Clermont Auvergne, CNRS,Mines Saint-Etienne,Saint-&#x00C9;tienne,France,42023","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044117021","display_name":"Xiaolan Xie","orcid":"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/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiaolan Xie","raw_affiliation_strings":["Univ Clermont Auvergne INP Clermont Auvergne, CNRS,Mines Saint-Etienne,Saint-&#x00C9;tienne,France,42023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Clermont Auvergne INP Clermont Auvergne, CNRS,Mines Saint-Etienne,Saint-&#x00C9;tienne,France,42023","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058480273","display_name":"Marianne Sarazin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150689","display_name":"Clinique Mutualiste Chirurgicale","ror":"https://ror.org/059fmxd48","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210150689"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marianne Sarazin","raw_affiliation_strings":["Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100","institution_ids":["https://openalex.org/I4210150689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023054059","display_name":"Pierre-Luc Fresard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150689","display_name":"Clinique Mutualiste Chirurgicale","ror":"https://ror.org/059fmxd48","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210150689"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Luc Fresard","raw_affiliation_strings":["Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100","institution_ids":["https://openalex.org/I4210150689"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042426035","display_name":"Bertrand Semay","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150689","display_name":"Clinique Mutualiste Chirurgicale","ror":"https://ror.org/059fmxd48","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210150689"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Semay","raw_affiliation_strings":["Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinique M&#x00E9;dico-Chirurgicale Mutualiste A&#x00E9;sio Sant&#x00E9;,&#x00C9;quipe De Recherche,Saint-&#x00C9;tienne,France,42100","institution_ids":["https://openalex.org/I4210150689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2871,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66114607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1124","last_page":"1135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.987500011920929,"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":0.987500011920929,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9369999766349792,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.9065999984741211,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/computer-science","display_name":"Computer science","score":0.6154675483703613},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.5816741585731506},{"id":"https://openalex.org/keywords/care-pathway","display_name":"Care pathway","score":0.5737334489822388},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5724812150001526},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5426410436630249},{"id":"https://openalex.org/keywords/clinical-pathway","display_name":"Clinical pathway","score":0.4948546290397644},{"id":"https://openalex.org/keywords/total-hip-replacement","display_name":"Total hip replacement","score":0.4298757314682007},{"id":"https://openalex.org/keywords/total-knee-arthroplasty","display_name":"Total knee arthroplasty","score":0.4211263060569763},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.2840980291366577},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.238138347864151},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14762547612190247},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.14374837279319763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6154675483703613},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.5816741585731506},{"id":"https://openalex.org/C2994302464","wikidata":"https://www.wikidata.org/wiki/Q1774706","display_name":"Care pathway","level":3,"score":0.5737334489822388},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5724812150001526},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5426410436630249},{"id":"https://openalex.org/C2778373050","wikidata":"https://www.wikidata.org/wiki/Q1774706","display_name":"Clinical pathway","level":2,"score":0.4948546290397644},{"id":"https://openalex.org/C3020453552","wikidata":"https://www.wikidata.org/wiki/Q32333487","display_name":"Total hip replacement","level":2,"score":0.4298757314682007},{"id":"https://openalex.org/C3017871827","wikidata":"https://www.wikidata.org/wiki/Q1693864","display_name":"Total knee arthroplasty","level":2,"score":0.4211263060569763},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2840980291366577},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.238138347864151},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14762547612190247},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.14374837279319763},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc60868.2023.10407783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc60868.2023.10407783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04941881v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04941881","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 Winter Simulation Conference (WSC), IEEE, pp.1124-1135, 2023, &#x27E8;10.1109/WSC60868.2023.10407783&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2808184318","https://openalex.org/W2999362459","https://openalex.org/W3007209934","https://openalex.org/W3007283149","https://openalex.org/W3007487709","https://openalex.org/W3125045698","https://openalex.org/W3127822638","https://openalex.org/W3138668209","https://openalex.org/W3197800092","https://openalex.org/W4206915433","https://openalex.org/W4225988975","https://openalex.org/W4232753955","https://openalex.org/W4240575802","https://openalex.org/W4240902204","https://openalex.org/W4251625925","https://openalex.org/W4292794323","https://openalex.org/W4304806952"],"related_works":["https://openalex.org/W3170030632","https://openalex.org/W2950803378","https://openalex.org/W3115131488","https://openalex.org/W2201007120","https://openalex.org/W2267351048","https://openalex.org/W132887809","https://openalex.org/W2126246648","https://openalex.org/W4301868721","https://openalex.org/W2206737972","https://openalex.org/W3110990470"],"abstract_inverted_index":{"Total":[0],"hip":[1],"and":[2,21,63,82,88,113,118],"knee":[3],"arthroplasty":[4],"(THA/TKA)":[5],"are":[6,109],"commonly":[7],"performed":[8],"on":[9],"elderly":[10],"individuals,":[11],"involving":[12],"a":[13,32,51,122],"lengthy":[14],"clinical":[15],"pathway":[16],"that":[17,37,55],"includes":[18],"preoperative,":[19],"operative,":[20],"rehabilitation":[22],"phases.":[23,90],"Despite":[24],"efforts":[25],"to":[26,45,59,75,97,111],"improve":[27],"patient":[28,61,116],"satisfaction,":[29],"there":[30],"is":[31,44],"lack":[33],"of":[34,101],"personalized":[35],"studies":[36],"optimize":[38],"the":[39,77],"THA/TKA":[40],"pathway.":[41],"Our":[42],"aim":[43],"address":[46],"this":[47],"gap":[48],"by":[49],"proposing":[50],"predictive":[52],"simulation":[53,124],"model":[54],"considers":[56],"patient-specific":[57],"factors":[58],"enhance":[60],"satisfaction":[62],"organizational":[64],"efficiency.":[65],"To":[66],"achieve":[67],"this,":[68],"we":[69],"propose":[70],"using":[71,121],"process":[72],"mining":[73],"techniques":[74],"analyze":[76],"French":[78],"national":[79],"healthcare":[80],"database":[81],"distinguish":[83],"between":[84],"standard":[85],"care":[86],"phases":[87],"patient-dependent":[89],"We":[91],"then":[92],"apply":[93],"machine":[94],"learning":[95],"algorithms":[96],"predict":[98],"specific":[99],"stages":[100],"care.":[102],"The":[103],"insights":[104],"gained":[105],"from":[106],"these":[107],"analyses":[108],"used":[110],"compare":[112],"test":[114],"predicted":[115],"pathways":[117],"their":[119],"performances":[120],"hybrid":[123],"model.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2024-02-01T00:00:00"}
