{"id":"https://openalex.org/W7140188884","doi":"https://doi.org/10.1016/j.procs.2026.03.105","title":"Evaluating the utility of process analysis to understand the variations in the patient care pathways","display_name":"Evaluating the utility of process analysis to understand the variations in the patient care pathways","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140188884","doi":"https://doi.org/10.1016/j.procs.2026.03.105"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.03.105","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.03.105","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.03.105","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Niyumi Jayawardane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niyumi Jayawardane","raw_affiliation_strings":["Faculty of Engineering and IT, School of Computer Science, University of Technology Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, School of Computer Science, University of Technology Sydney, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Madhushi Bandara","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Madhushi Bandara","raw_affiliation_strings":["Faculty of Engineering and IT, School of Computer Science, University of Technology Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, School of Computer Science, University of Technology Sydney, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Chng Wei Lau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chng Wei Lau","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66842226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"278","issue":null,"first_page":"1234","last_page":"1241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9696999788284302,"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":0.9696999788284302,"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.006599999964237213,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.8547000288963318},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7193999886512756},{"id":"https://openalex.org/keywords/conformance-checking","display_name":"Conformance checking","score":0.5703999996185303},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5530999898910522},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5375999808311462},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.521399974822998},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.49140000343322754},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.4496999979019165}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.8547000288963318},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7193999886512756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6812999844551086},{"id":"https://openalex.org/C2775948798","wikidata":"https://www.wikidata.org/wiki/Q5160261","display_name":"Conformance checking","level":5,"score":0.5703999996185303},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5530999898910522},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5375999808311462},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.521399974822998},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.49140000343322754},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48919999599456787},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.4496999979019165},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.44769999384880066},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3971000015735626},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.38449999690055847},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35179999470710754},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.3472999930381775},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.34369999170303345},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32499998807907104},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3239000141620636},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.27709999680519104},{"id":"https://openalex.org/C3017409249","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource use","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.265500009059906},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.03.105","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.03.105","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.03.105","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.03.105","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4214017689228058,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W194347024","https://openalex.org/W574081047","https://openalex.org/W1552621978","https://openalex.org/W2026631319","https://openalex.org/W2736641890"],"related_works":[],"abstract_inverted_index":{"Process":[0],"mining,":[1],"a":[2,11,69],"fusion":[3],"of":[4,83,95,113,133,168,175],"data":[5,86],"mining":[6,57,71,146],"and":[7,43,64,93,115,122,156,178],"process":[8,56,70,88,96,145,161],"science,":[9],"provides":[10],"powerful":[12],"approach":[13,118],"for":[14,130],"optimising":[15],"business":[16],"processes":[17],"using":[18,90],"event":[19,49],"log":[20],"data.":[21],"This":[22,66],"technique":[23],"is":[24],"particularly":[25],"relevant":[26],"in":[27,77,124],"the":[28,103,131,166],"healthcare":[29,134],"sector,":[30],"where":[31],"challenges":[32],"such":[33],"as":[34],"increased":[35],"costs,":[36],"long":[37],"waiting":[38],"times,":[39],"inefficient":[40],"resource":[41,180],"management,":[42],"poor":[44],"patient":[45,75,125,149],"outcomes":[46],"persist.":[47],"Using":[48],"logs":[50],"that":[51,108],"contain":[52],"time-stamped":[53],"clinical":[54,160],"events,":[55],"can":[58,142],"help":[59],"identify":[60],"system":[61,176],"bottlenecks,":[62],"anomalies,":[63],"inefficiency.":[65],"paper":[67],"proposes":[68],"methodology":[72,81],"to":[73,102,147,153,159,171],"study":[74,107],"experiences":[76,150],"demographic":[78,111],"groups.":[79],"The":[80],"consists":[82],"four":[84],"stages:":[85],"preprocessing,":[87],"discovery":[89],"specialized":[91],"algorithms,":[92],"evaluation":[94],"models":[97],"through":[98],"conformance":[99],"checking.":[100],"Applied":[101],"MIMICEL":[104],"ED":[105],"case":[106],"focuses":[109],"on":[110],"attributes":[112],"gender":[114],"race,":[116],"this":[117,169],"reveals":[119],"significant":[120],"similarities":[121],"differences":[123],"journeys,":[126],"offering":[127],"actionable":[128],"insights":[129],"optimization":[132],"resources.":[135],"Our":[136],"findings":[137],"demonstrate":[138],"how":[139],"our":[140],"framework":[141,170],"effectively":[143],"utilize":[144],"compare":[148],"across":[151],"demographics":[152],"reveal":[154],"disparities":[155],"patterns":[157],"critical":[158],"improvement.":[162],"These":[163],"results":[164],"show":[165],"potential":[167],"inform":[172],"health":[173],"professionals":[174],"inefficiencies":[177],"better":[179],"management.":[181]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2026-03-25T00:00:00"}