{"id":"https://openalex.org/W4407176632","doi":"https://doi.org/10.1186/s12911-025-02898-9","title":"Healthcare trajectories of aging individuals during their last year of life: application of process mining methods to administrative health databases","display_name":"Healthcare trajectories of aging individuals during their last year of life: application of process mining methods to administrative health databases","publication_year":2025,"publication_date":"2025-02-05","ids":{"openalex":"https://openalex.org/W4407176632","doi":"https://doi.org/10.1186/s12911-025-02898-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/39910601"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-025-02898-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-02898-9","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-025-02898-9.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12911-025-02898-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030782242","display_name":"Delphine Bosson-Rieutort","orcid":"https://orcid.org/0000-0002-5035-6457"},"institutions":[{"id":"https://openalex.org/I4210131758","display_name":"Center for Interuniversity Research and Analysis on Organizations","ror":null,"country_code":"CA","type":null,"lineage":["https://openalex.org/I4210131758"]},{"id":"https://openalex.org/I4210150047","display_name":"Centre Int\u00e9gr\u00e9 Universitaire de Sant\u00e9 et de Services Sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al","ror":"https://ror.org/04mc33q52","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210150047"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Delphine Bosson-Rieutort","raw_affiliation_strings":["Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","Centre interuniversitaire de recherche en analyse des organisations (CIRANO), Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","institution_ids":["https://openalex.org/I4210150047","https://openalex.org/I70931966"]},{"raw_affiliation_string":"Centre interuniversitaire de recherche en analyse des organisations (CIRANO), Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","institution_ids":["https://openalex.org/I4210131758"]},{"raw_affiliation_string":"D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada. delphine.bosson-rieutort@umontreal.ca","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I4210150047","https://openalex.org/I70931966"]},{"raw_affiliation_string":"D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116163193","display_name":"Alexandra Langford-Avelar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150047","display_name":"Centre Int\u00e9gr\u00e9 Universitaire de Sant\u00e9 et de Services Sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al","ror":"https://ror.org/04mc33q52","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210150047"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandra Langford-Avelar","raw_affiliation_strings":["Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","Direction de la qualit\u00e9, de l'\u00e9valuation, de la performance et de l'\u00e9thique (DQEPE), CIUSSS de l'Ouest-de-l'\u00eele de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I4210150047","https://openalex.org/I70931966"]},{"raw_affiliation_string":"Direction de la qualit\u00e9, de l'\u00e9valuation, de la performance et de l'\u00e9thique (DQEPE), CIUSSS de l'Ouest-de-l'\u00eele de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I4210150047"]},{"raw_affiliation_string":"D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042979035","display_name":"Juliette Duc","orcid":"https://orcid.org/0009-0005-7529-6517"},"institutions":[{"id":"https://openalex.org/I4210150047","display_name":"Centre Int\u00e9gr\u00e9 Universitaire de Sant\u00e9 et de Services Sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al","ror":"https://ror.org/04mc33q52","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210150047"]},{"id":"https://openalex.org/I47987569","display_name":"Center for Interuniversity Research and Analysis on Organizations","ror":"https://ror.org/03yjkej49","country_code":"CA","type":"facility","lineage":["https://openalex.org/I47987569"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Juliette Duc","raw_affiliation_strings":["Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","Centre interuniversitaire de recherche en analyse des organisations (CIRANO), Montr\u00e9al, Qu\u00e9bec, Canada","D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche en sant\u00e9 publique (CReSP), Universit\u00e9 de Montr\u00e9al and Centre int\u00e9gr\u00e9 universitaire de sant\u00e9 et de services sociaux du Centre-Sud-de-l'\u00cele-de-Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I4210150047","https://openalex.org/I70931966"]},{"raw_affiliation_string":"Centre interuniversitaire de recherche en analyse des organisations (CIRANO), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I47987569"]},{"raw_affiliation_string":"D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086613575","display_name":"Benjamin Dalmas","orcid":"https://orcid.org/0000-0002-6386-5226"},"institutions":[{"id":"https://openalex.org/I4210111842","display_name":"Computer Research Institute of Montr\u00e9al","ror":"https://ror.org/0279d5115","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210111842"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benjamin Dalmas","raw_affiliation_strings":["Computer Research Institute of Montreal (CRIM), Montr\u00e9al, Qu\u00e9bec, Canada","D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Research Institute of Montreal (CRIM), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I4210111842"]},{"raw_affiliation_string":"D\u00e9partement de gestion, \u00e9valuation et politiques de sant\u00e9, \u00c9cole de sant\u00e9 publique de l'Universit\u00e9 de Montr\u00e9al (ESPUM), Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I70931966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030782242"],"corresponding_institution_ids":["https://openalex.org/I4210131758","https://openalex.org/I4210150047","https://openalex.org/I70931966"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":2.5933,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88699405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"25","issue":"1","first_page":"58","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9807000160217285,"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":0.9807000160217285,"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/T11719","display_name":"Data Quality and Management","score":0.00139999995008111,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/health-care","display_name":"Health care","score":0.6719098687171936},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6673609018325806},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4633944630622864},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4590396583080292},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4460749924182892},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4298374056816101},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.2523837089538574},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.2257208228111267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21961328387260437},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09541979432106018}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6719098687171936},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6673609018325806},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4633944630622864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4590396583080292},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4460749924182892},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4298374056816101},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2523837089538574},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.2257208228111267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21961328387260437},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09541979432106018},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"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":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013727","descriptor_name":"Terminal Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013727","descriptor_name":"Terminal Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013727","descriptor_name":"Terminal Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D013727","descriptor_name":"Terminal Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D013727","descriptor_name":"Terminal Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-025-02898-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-02898-9","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-025-02898-9.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39910601","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39910601","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11796206","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11796206","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11796206/pdf/12911_2025_Article_2898.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c38971e2d0b546618d88c481668db5c2","is_oa":false,"landing_page_url":"https://doaj.org/article/c38971e2d0b546618d88c481668db5c2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-16 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-025-02898-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-02898-9","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-025-02898-9.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407176632.pdf","grobid_xml":"https://content.openalex.org/works/W4407176632.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W193999903","https://openalex.org/W1199194535","https://openalex.org/W1497392273","https://openalex.org/W2021774246","https://openalex.org/W2042386526","https://openalex.org/W2085365767","https://openalex.org/W2088931936","https://openalex.org/W2091436945","https://openalex.org/W2103037286","https://openalex.org/W2120732040","https://openalex.org/W2146667936","https://openalex.org/W2150845035","https://openalex.org/W2161424516","https://openalex.org/W2163330185","https://openalex.org/W2164510796","https://openalex.org/W2266179496","https://openalex.org/W2517388783","https://openalex.org/W2522136028","https://openalex.org/W2568920249","https://openalex.org/W2606513243","https://openalex.org/W2734579042","https://openalex.org/W2795392586","https://openalex.org/W2802925146","https://openalex.org/W2928327808","https://openalex.org/W2942403968","https://openalex.org/W2963798886","https://openalex.org/W2964066696","https://openalex.org/W3122183613","https://openalex.org/W3133897986","https://openalex.org/W4210770559","https://openalex.org/W4224273841","https://openalex.org/W4285187659","https://openalex.org/W4296163909","https://openalex.org/W4318982240","https://openalex.org/W4403674203"],"related_works":["https://openalex.org/W2124655189","https://openalex.org/W4401284225","https://openalex.org/W1993282409","https://openalex.org/W2983008726","https://openalex.org/W2003798170","https://openalex.org/W4380886672","https://openalex.org/W2808460530","https://openalex.org/W4404437645","https://openalex.org/W4380684963","https://openalex.org/W2046058552"],"abstract_inverted_index":{"CONTEXT:":[0],"World":[1],"is":[2,10,51,307,345],"aging":[3],"and":[4,42,60,62,68,72,82,136,166,170,195,240,244,246,253,284,314,334,348,366],"the":[5,91,116,121,128,268,311,320,358,369,372],"prevalence":[6],"of":[7,24,79,124,157,206,212,237,249,270,282,301,316,357,371,375],"chronic":[8],"diseases":[9],"raising":[11],"with":[12,233,255],"age,":[13],"increasing":[14],"financial":[15],"strain":[16],"on":[17,29,58,152],"organizations":[18],"but":[19],"also":[20],"affecting":[21],"patients'":[22,40],"quality":[23],"life":[25],"until":[26],"death.":[27,179],"Research":[28],"healthcare":[30,70,117,200,213,376],"trajectories":[31,71,119,131,201,211,374],"has":[32],"gained":[33],"importance,":[34],"as":[35],"it":[36,50],"can":[37,97],"help":[38],"anticipate":[39],"needs":[41],"optimize":[43],"service":[44],"organization.":[45],"In":[46],"an":[47],"overburdened":[48],"system,":[49],"essential":[52],"to":[53,66,87,102,107,113,133,141,197,267,310,313,332,340,350],"develop":[54],"automated":[55],"methods":[56],"based":[57],"comprehensive":[59],"reliable":[61],"already":[63],"available":[64],"data":[65,83,92,333],"model":[67,198],"predict":[69],"future":[73],"utilization.":[74,377],"Process":[75],"mining,":[76],"a":[77,95,99,104,143,153,220,234,302,342,354],"family":[78],"process":[80,149,337],"management":[81,258],"science":[84],"techniques":[85,151],"used":[86,181],"derive":[88],"insights":[89],"from":[90],"generated":[93],"by":[94,227,259,290],"process,":[96],"be":[98,341],"solid":[100],"candidate":[101],"provide":[103,142],"useful":[105,144],"tool":[106],"support":[108],"decision-making.":[109],"OBJECTIVE:":[110],"We":[111,147,180],"aimed":[112],"(1)":[114],"identify":[115,127,138],"baseline":[118],"during":[120,202],"last":[122,204],"year":[123,205],"life,":[125],"(2)":[126],"differences":[129],"in":[130,231,361],"according":[132,266],"medical":[134,191,238],"condition,":[135],"(3)":[137],"adequate":[139],"settings":[140],"output.":[145],"METHODS:":[146],"applied":[148],"mining":[150,338],"retrospective":[154],"longitudinal":[155],"cohort":[156],"21,255":[158],"individuals":[159,279,298],"who":[160,280,299],"died":[161,281,300],"between":[162],"April":[163],"1,":[164],"2014,":[165],"March":[167],"31,":[168],"2018,":[169],"were":[171,215,294],"at":[172,178,319],"least":[173],"66":[174],"years":[175],"or":[176,263],"older":[177],"6":[182],"different":[183,373],"administrative":[184],"health":[185,363],"databases":[186,365],"(emergency":[187,243],"visit,":[188],"hospitalisation,":[189],"homecare,":[190],"consultation,":[192],"death":[193,271],"register":[194],"administrative),":[196],"individuals'":[199],"their":[203],"life.":[207],"RESULTS:":[208],"Three":[209],"main":[210],"utilization":[214],"highlighted:":[216],"(i)":[217],"mainly":[218],"accommodating":[219],"long-term":[221],"care":[222,242,318,325],"center;":[223],"(ii)":[224],"services":[225,288],"provided":[226],"local":[228,260,291],"community":[229,261,292],"centers":[230,262,293],"combination":[232,248],"high":[235],"proportion":[236],"consultations":[239],"acute":[241],"hospital);":[245],"(iii)":[247],"consultations,":[250],"emergency":[251],"visits":[252],"hospitalization":[254],"no":[256],"other":[257],"LTCs.":[264],"Stratifying":[265],"cause":[269],"highlighted":[272],"that":[273,344],"LTC":[274],"accommodation":[275],"was":[276],"preponderant":[277],"for":[278,368],"physical":[283],"cognitive":[285],"frailty.":[286],"Conversely,":[287],"offered":[289],"more":[295],"prevalent":[296],"among":[297],"terminal":[303],"illness.":[304],"This":[305],"difference":[306],"potentially":[308],"related":[309,331],"access":[312],"use":[315],"palliative":[317,324],"end-of-life,":[321],"especially":[322],"home":[323],"implementation.":[326],"CONCLUSION:":[327],"Despite":[328],"some":[329],"limitations":[330],"visual":[335,355],"limitations,":[336],"seems":[339],"method":[343],"both":[346],"relevant":[347],"simple":[349],"implement.":[351],"It":[352],"provides":[353],"representation":[356],"processes":[359],"recorded":[360],"various":[362],"system":[364],"allows":[367],"visualization":[370]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
