{"id":"https://openalex.org/W3164793922","doi":"https://doi.org/10.3233/shti210279","title":"Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment","display_name":"Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment","publication_year":2021,"publication_date":"2021-05-27","ids":{"openalex":"https://openalex.org/W3164793922","doi":"https://doi.org/10.3233/shti210279","mag":"3164793922","pmid":"https://pubmed.ncbi.nlm.nih.gov/34042682"},"language":"en","primary_location":{"id":"doi:10.3233/shti210279","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210279","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210279","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210279","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068211548","display_name":"Angelina Prima Kurniati","orcid":"https://orcid.org/0000-0002-4747-1067"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Angelina Prima Kurniati","raw_affiliation_strings":["School of Computing, Telkom University, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Telkom University, Bandung, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084134487","display_name":"Eric Rojas","orcid":"https://orcid.org/0000-0002-2570-1861"},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Eric Rojas","raw_affiliation_strings":["School of Medicine, Dept of Clinical Lab, Pontificia Universidad Cat\u00f3lica de Chile, Chile"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Dept of Clinical Lab, Pontificia Universidad Cat\u00f3lica de Chile, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050834387","display_name":"Kieran Zucker","orcid":"https://orcid.org/0000-0003-4385-3153"},"institutions":[{"id":"https://openalex.org/I2799390153","display_name":"Leeds Teaching Hospitals NHS Trust","ror":"https://ror.org/00v4dac24","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799390153"]},{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kieran Zucker","raw_affiliation_strings":["School of Medicine, University of Leeds, Leeds Teaching Hospitals NHS Trust, UK"],"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Leeds, Leeds Teaching Hospitals NHS Trust, UK","institution_ids":["https://openalex.org/I2799390153","https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016686659","display_name":"Geoff Hall","orcid":"https://orcid.org/0000-0002-8864-5932"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I2799390153","display_name":"Leeds Teaching Hospitals NHS Trust","ror":"https://ror.org/00v4dac24","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799390153"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geoff Hall","raw_affiliation_strings":["School of Medicine, University of Leeds, Leeds Teaching Hospitals NHS Trust, UK"],"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Leeds, Leeds Teaching Hospitals NHS Trust, UK","institution_ids":["https://openalex.org/I2799390153","https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016844699","display_name":"David Hogg","orcid":"https://orcid.org/0000-0002-6125-9564"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Hogg","raw_affiliation_strings":["School of Computing, University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050577357","display_name":"Owen Johnson","orcid":"https://orcid.org/0000-0003-3998-541X"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Owen Johnson","raw_affiliation_strings":["School of Computing, University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068211548"],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":null,"apc_paid":null,"fwci":1.9896,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85771902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"281","issue":null,"first_page":"769","last_page":"773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9868000149726868,"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":0.9868000149726868,"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/T12664","display_name":"Clinical practice guidelines implementation","score":0.953000009059906,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9244999885559082,"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/referral","display_name":"Referral","score":0.8425875902175903},{"id":"https://openalex.org/keywords/endometrial-cancer","display_name":"Endometrial cancer","score":0.7110113501548767},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5273838043212891},{"id":"https://openalex.org/keywords/clinical-pathway","display_name":"Clinical pathway","score":0.4977686405181885},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4640658497810364},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4574427604675293},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.431432843208313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3311273455619812},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.22821292281150818},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.16653120517730713},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15508070588111877}],"concepts":[{"id":"https://openalex.org/C2776135927","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Referral","level":2,"score":0.8425875902175903},{"id":"https://openalex.org/C2777088508","wikidata":"https://www.wikidata.org/wiki/Q944777","display_name":"Endometrial cancer","level":3,"score":0.7110113501548767},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5273838043212891},{"id":"https://openalex.org/C2778373050","wikidata":"https://www.wikidata.org/wiki/Q1774706","display_name":"Clinical pathway","level":2,"score":0.4977686405181885},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4640658497810364},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4574427604675293},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.431432843208313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3311273455619812},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.22821292281150818},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.16653120517730713},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15508070588111877},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012017","descriptor_name":"Referral and Consultation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016889","descriptor_name":"Endometrial Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D016889","descriptor_name":"Endometrial Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D016889","descriptor_name":"Endometrial Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti210279","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210279","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210279","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:34042682","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34042682","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:eprints.whiterose.ac.uk:177391","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"doi:10.3233/shti210279","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210279","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210279","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7699999809265137,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1614658234","display_name":null,"funder_award_id":"Humber","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320328043","display_name":"Patient Safety Translational Research Centre","ror":null},{"id":"https://openalex.org/F4320328515","display_name":"Lembaga Pengelola Dana Pendidikan","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164793922.pdf","grobid_xml":"https://content.openalex.org/works/W3164793922.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1565132002","https://openalex.org/W1943545449","https://openalex.org/W2017826350","https://openalex.org/W2086741901","https://openalex.org/W2106787323","https://openalex.org/W2336445786","https://openalex.org/W2563529195","https://openalex.org/W2600330064","https://openalex.org/W2604500960","https://openalex.org/W2796255656","https://openalex.org/W6675810268","https://openalex.org/W6731329248"],"related_works":["https://openalex.org/W2590224211","https://openalex.org/W1966261153","https://openalex.org/W2371771839","https://openalex.org/W2380083969","https://openalex.org/W2356649564","https://openalex.org/W2385662787","https://openalex.org/W2378021262","https://openalex.org/W2360530559","https://openalex.org/W3043162742","https://openalex.org/W2381796101"],"abstract_inverted_index":{"The":[0],"main":[1],"challenge":[2],"in":[3,47,84],"the":[4,11,14,21,48,64,69,72,81,85,90,97,100,103,108],"pathway":[5,74],"analysis":[6],"of":[7,13,20,51,71,99,110,116],"cancer":[8],"treatments":[9],"is":[10,18],"complexity":[12],"process.":[15],"Process":[16],"mining":[17,43],"one":[19],"approaches":[22],"that":[23],"can":[24],"be":[25,115],"used":[26],"to":[27,40,44,80,118],"visualize":[28],"and":[29,67,107,124],"analyze":[30],"these":[31],"complex":[32,122],"pathways.":[33],"In":[34],"this":[35],"study,":[36],"our":[37],"purpose":[38],"was":[39],"use":[41],"process":[42,65],"explore":[45],"variations":[46,70,91],"treatment":[49,83],"pathways":[50],"endometrial":[52],"cancer.":[53],"We":[54,87],"extracted":[55],"patient":[56],"data":[57],"from":[58,75],"a":[59,76],"hospital":[60],"information":[61],"system,":[62],"created":[63],"model,":[66],"analyzed":[68,89],"62-day":[73],"General":[77],"Practitioner":[78],"referral":[79],"first":[82,101],"hospital.":[86],"also":[88],"based":[92],"on":[93],"three":[94],"different":[95],"criteria:":[96],"type":[98],"treatment,":[102],"age":[104],"at":[105],"diagnosis,":[106],"year":[109],"diagnosis.":[111],"This":[112],"approach":[113],"should":[114],"interest":[117],"others":[119],"dealing":[120],"with":[121],"medical":[123],"healthcare":[125],"processes.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}