{"id":"https://openalex.org/W4283720121","doi":"https://doi.org/10.3233/shti220775","title":"Exploratory Clustering for Emergency Department Patients","display_name":"Exploratory Clustering for Emergency Department Patients","publication_year":2022,"publication_date":"2022-06-29","ids":{"openalex":"https://openalex.org/W4283720121","doi":"https://doi.org/10.3233/shti220775","pmid":"https://pubmed.ncbi.nlm.nih.gov/35773921"},"language":"en","primary_location":{"id":"doi:10.3233/shti220775","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220775","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220775","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":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220775","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003484641","display_name":"Georgios Feretzakis","orcid":"https://orcid.org/0000-0002-3597-1187"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]},{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Georgios Feretzakis","raw_affiliation_strings":["Department of Quality Control, Research and Continuing Education, Sismanogleio General Hospital, Marousi, Greece","School of Science and Technology, Hellenic Open University, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Quality Control, Research and Continuing Education, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]},{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086837749","display_name":"Aikaterini Sakagianni","orcid":"https://orcid.org/0000-0002-3199-9158"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aikaterini Sakagianni","raw_affiliation_strings":["IT department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068179203","display_name":"Dimitris Kalles","orcid":"https://orcid.org/0000-0003-0364-5966"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Kalles","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090999169","display_name":"Evangelos Loupelis","orcid":"https://orcid.org/0000-0002-0680-4187"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Loupelis","raw_affiliation_strings":["Intensive Care Unit, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intensive Care Unit, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038826691","display_name":"Lazaros Tzelves","orcid":"https://orcid.org/0000-0003-4619-9783"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros Tzelves","raw_affiliation_strings":["Second Department of Urology, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Department of Urology, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035332168","display_name":"Vasileios Panteris","orcid":"https://orcid.org/0000-0003-1165-8927"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Panteris","raw_affiliation_strings":["Gastroenterology Department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gastroenterology Department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050034644","display_name":"Rea Chatzikyriakou","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Rea Chatzikyriakou","raw_affiliation_strings":["Hematology Laboratory, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hematology Laboratory, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017303419","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u03a4\u03c1\u03ac\u03ba\u03b1\u03c2","orcid":"https://orcid.org/0000-0003-4426-1141"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Trakas","raw_affiliation_strings":["Biochemistry Department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biochemistry Department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012566708","display_name":"Stavroula Kolokytha","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stavroula Kolokytha","raw_affiliation_strings":["Emergency Department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015446871","display_name":"Polyxeni Batiani","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Polyxeni Batiani","raw_affiliation_strings":["Emergency Department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012136672","display_name":"Zoi Rakopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Zoi Rakopoulou","raw_affiliation_strings":["Administration, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Administration, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020198348","display_name":"Aikaterini Tika","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aikaterini Tika","raw_affiliation_strings":["Administration, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Administration, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085730559","display_name":"Stavroula Petropoulou","orcid":"https://orcid.org/0000-0002-5729-3540"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stavroula Petropoulou","raw_affiliation_strings":["IT department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034591488","display_name":"Ilias Dalainas","orcid":null},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Dalainas","raw_affiliation_strings":["Administration, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Administration, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045237177","display_name":"Vasileios Kaldis","orcid":"https://orcid.org/0000-0001-6416-2293"},"institutions":[{"id":"https://openalex.org/I2800888565","display_name":"Sismanoglio General Hospital","ror":"https://ror.org/057cm0m66","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2800888565"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Kaldis","raw_affiliation_strings":["Emergency Department, Sismanogleio General Hospital, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece","institution_ids":["https://openalex.org/I2800888565"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5003484641"],"corresponding_institution_ids":["https://openalex.org/I231025917","https://openalex.org/I2800888565"],"apc_list":null,"apc_paid":null,"fwci":32.9863,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99889135,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"295","issue":null,"first_page":"503","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9387999773025513,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/overcrowding","display_name":"Overcrowding","score":0.9789159893989563},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.8694894313812256},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.8153083324432373},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.6530475616455078},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.475761353969574},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4424504041671753},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3827626705169678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3477761149406433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10027384757995605},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.09377419948577881},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06295350193977356}],"concepts":[{"id":"https://openalex.org/C2778872837","wikidata":"https://www.wikidata.org/wiki/Q7113614","display_name":"Overcrowding","level":2,"score":0.9789159893989563},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.8694894313812256},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.8153083324432373},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.6530475616455078},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.475761353969574},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4424504041671753},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3827626705169678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3477761149406433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10027384757995605},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.09377419948577881},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06295350193977356},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","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":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220775","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220775","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220775","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:35773921","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35773921","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}],"best_oa_location":{"id":"doi:10.3233/shti220775","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220775","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220775","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283720121.pdf","grobid_xml":"https://content.openalex.org/works/W4283720121.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1977556410","https://openalex.org/W2133470535","https://openalex.org/W2582743722","https://openalex.org/W2929110666","https://openalex.org/W4225966287","https://openalex.org/W4283720121","https://openalex.org/W4298826872","https://openalex.org/W4399524595","https://openalex.org/W4399538195","https://openalex.org/W4399570526","https://openalex.org/W6644682428"],"related_works":["https://openalex.org/W1515008438","https://openalex.org/W4321054264","https://openalex.org/W3154586736","https://openalex.org/W4382936642","https://openalex.org/W2031219210","https://openalex.org/W3132755233","https://openalex.org/W2336075604","https://openalex.org/W1983600708","https://openalex.org/W2141668586","https://openalex.org/W2092734722"],"abstract_inverted_index":{"Emergency":[0],"department":[1,43],"(ED)":[2],"overcrowding":[3],"is":[4],"an":[5,16],"increasing":[6],"global":[7],"problem":[8],"raising":[9],"safety":[10],"concerns":[11],"for":[12],"the":[13,46,50],"patients.":[14],"Elaborating":[15],"effective":[17],"triage":[18,58],"system":[19],"that":[20],"properly":[21],"separates":[22],"patients":[23,44],"requiring":[24],"hospital":[25],"admission":[26,47],"remains":[27],"difficult.":[28],"The":[29],"objective":[30],"of":[31,41],"this":[32],"study":[33],"was":[34],"to":[35],"compare":[36],"a":[37,55],"clustering-related":[38],"technique":[39],"assignment":[40],"emergency":[42],"with":[45],"output":[48],"using":[49],"k-means":[51],"algorithm.":[52],"Incorporating":[53],"such":[54],"model":[56],"into":[57],"practice":[59],"could":[60],"theoretically":[61],"shorten":[62],"waiting":[63],"times":[64],"and":[65],"reduce":[66],"ED":[67],"overcrowding.":[68]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
