{"id":"https://openalex.org/W1579185617","doi":"https://doi.org/10.1186/1472-6947-15-s2-s2","title":"Care episode retrieval: distributional semantic models for information retrieval in the clinical domain","display_name":"Care episode retrieval: distributional semantic models for information retrieval in the clinical domain","publication_year":2015,"publication_date":"2015-06-15","ids":{"openalex":"https://openalex.org/W1579185617","doi":"https://doi.org/10.1186/1472-6947-15-s2-s2","mag":"1579185617","pmid":"https://pubmed.ncbi.nlm.nih.gov/26099735"},"language":"en","primary_location":{"id":"doi:10.1186/1472-6947-15-s2-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-15-s2-s2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-15-S2-S2","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://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-15-S2-S2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022491386","display_name":"Hans Moen","orcid":"https://orcid.org/0000-0003-1418-7892"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI","NO"],"is_corresponding":true,"raw_author_name":"Hans Moen","raw_affiliation_strings":["Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Saelands vei 9, 7491, Trondheim, Norway","Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","Department of Nursing Science, University of Turku, Turku, Finland","Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway","Department of Information Technology, University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Saelands vei 9, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Nursing Science, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Information Technology, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019929457","display_name":"Filip Ginter","orcid":"https://orcid.org/0000-0002-5484-6103"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI","PK"],"is_corresponding":false,"raw_author_name":"Filip Ginter","raw_affiliation_strings":["Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","Department of Information Technology , University of Turku, Turku , Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Department of Information Technology , University of Turku, Turku , Finland","institution_ids":["https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056067236","display_name":"Erwin Marsi","orcid":null},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Erwin Marsi","raw_affiliation_strings":["Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Saelands vei 9, 7491, Trondheim, Norway","Department of Computer and Information Science, Norwegian University of Science and Technology, TRONDHEIM, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Saelands vei 9, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Computer and Information Science, Norwegian University of Science and Technology, TRONDHEIM, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116387005","display_name":"Laura\u2010Maria Peltonen","orcid":"https://orcid.org/0000-0001-5740-6480"},"institutions":[{"id":"https://openalex.org/I2801970007","display_name":"Turku University Hospital","ror":"https://ror.org/05dbzj528","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2801970007","https://openalex.org/I4210127022"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Laura-Maria Peltonen","raw_affiliation_strings":["Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","Turku University Hospital, Kiinamyllynkatu 4-8, 20521, Turku, Finland","Department of Nursing science University of Turku Turku Finland","Turku University Hospital, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Turku University Hospital, Kiinamyllynkatu 4-8, 20521, Turku, Finland","institution_ids":["https://openalex.org/I2801970007"]},{"raw_affiliation_string":"Department of Nursing science University of Turku Turku Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Turku University Hospital, Turku, Finland","institution_ids":["https://openalex.org/I2801970007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105839982","display_name":"Tapio Salakoski","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tapio Salakoski","raw_affiliation_strings":["Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","Turku Centre for Computer Science (TUCS), Joukahaisenkatu 3-5, 20520, Turku, Finland","Turku Centre for Computer Science (TUCS), Turku, Finland","Department of Information Technology, University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Joukahaisenkatu 3-5, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Turku Centre for Computer Science (TUCS), Joukahaisenkatu 3-5, 20520, Turku, Finland","institution_ids":["https://openalex.org/I183173800"]},{"raw_affiliation_string":"Turku Centre for Computer Science (TUCS), Turku, Finland","institution_ids":["https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technology, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077864708","display_name":"Sanna Salanter\u00e4","orcid":"https://orcid.org/0000-0003-2529-6699"},"institutions":[{"id":"https://openalex.org/I2801970007","display_name":"Turku University Hospital","ror":"https://ror.org/05dbzj528","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2801970007","https://openalex.org/I4210127022"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sanna Salanter\u00e4","raw_affiliation_strings":["Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","Turku University Hospital, Kiinamyllynkatu 4-8, 20521, Turku, Finland","Turku University Hospital, Turku, Finland","Department of Nursing science University of Turku Turku Finland"],"affiliations":[{"raw_affiliation_string":"Department of Nursing Science, University of Turku, Lemmink\u00e4isenkatu 1, 20520, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Turku University Hospital, Kiinamyllynkatu 4-8, 20521, Turku, Finland","institution_ids":["https://openalex.org/I2801970007"]},{"raw_affiliation_string":"Turku University Hospital, Turku, Finland","institution_ids":["https://openalex.org/I2801970007"]},{"raw_affiliation_string":"Department of Nursing science University of Turku Turku Finland","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022491386"],"corresponding_institution_ids":["https://openalex.org/I155660961","https://openalex.org/I204778367"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.7167,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.90277348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"S2","first_page":"S2","last_page":"S2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9941999912261963,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9927999973297119,"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/health-informatics","display_name":"Health informatics","score":0.7570154666900635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6477733850479126},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6326749920845032},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5519447326660156},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3308125138282776},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22688564658164978},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.1327252984046936},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.08088025450706482}],"concepts":[{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7570154666900635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6477733850479126},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6326749920845032},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5519447326660156},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3308125138282776},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22688564658164978},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.1327252984046936},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08088025450706482},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":"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":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017050","descriptor_name":"Episode of Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017050","descriptor_name":"Episode of Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017050","descriptor_name":"Episode of Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D063025","descriptor_name":"Health Information Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1472-6947-15-s2-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-15-s2-s2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-15-S2-S2","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:26099735","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26099735","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:brage.bibsys.no:11250/2474035","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2474035","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1-19","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:3440343","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4474584","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1472-6947-15-s2-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-15-s2-s2","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-15-S2-S2","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2485754305","display_name":null,"funder_award_id":"EVO 2014","funder_id":"https://openalex.org/F4320327286","funder_display_name":"Turun Yliopistollinen Keskussairaala"},{"id":"https://openalex.org/G2539339880","display_name":null,"funder_award_id":"140323","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G5837313974","display_name":null,"funder_award_id":"193022","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320327286","display_name":"Turun Yliopistollinen Keskussairaala","ror":"https://ror.org/05dbzj528"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1579185617.pdf","grobid_xml":"https://content.openalex.org/works/W1579185617.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W15289527","https://openalex.org/W40420203","https://openalex.org/W40788541","https://openalex.org/W86697565","https://openalex.org/W109702331","https://openalex.org/W124633754","https://openalex.org/W131094782","https://openalex.org/W154397242","https://openalex.org/W168564468","https://openalex.org/W178316275","https://openalex.org/W196862164","https://openalex.org/W367043469","https://openalex.org/W922069742","https://openalex.org/W1462543662","https://openalex.org/W1518351784","https://openalex.org/W1527398610","https://openalex.org/W1532325895","https://openalex.org/W1560722892","https://openalex.org/W1584739173","https://openalex.org/W1833879781","https://openalex.org/W1847618513","https://openalex.org/W1887698838","https://openalex.org/W1958937647","https://openalex.org/W1964625659","https://openalex.org/W1972978393","https://openalex.org/W1981276685","https://openalex.org/W1982924821","https://openalex.org/W1994680595","https://openalex.org/W2002645509","https://openalex.org/W2023248478","https://openalex.org/W2032472148","https://openalex.org/W2057952893","https://openalex.org/W2058924226","https://openalex.org/W2069846366","https://openalex.org/W2072773380","https://openalex.org/W2074231493","https://openalex.org/W2075606949","https://openalex.org/W2076766778","https://openalex.org/W2081064198","https://openalex.org/W2081372775","https://openalex.org/W2084377579","https://openalex.org/W2093157872","https://openalex.org/W2100676408","https://openalex.org/W2112341255","https://openalex.org/W2131744502","https://openalex.org/W2141599568","https://openalex.org/W2144211451","https://openalex.org/W2145240368","https://openalex.org/W2147152072","https://openalex.org/W2153579005","https://openalex.org/W2155744163","https://openalex.org/W2159636537","https://openalex.org/W2160732112","https://openalex.org/W2163573540","https://openalex.org/W2173195586","https://openalex.org/W2187074748","https://openalex.org/W2201876182","https://openalex.org/W2222512263","https://openalex.org/W2250189634","https://openalex.org/W2250494308","https://openalex.org/W2295990020","https://openalex.org/W2477308279","https://openalex.org/W2489609584","https://openalex.org/W2586843417","https://openalex.org/W2594908799","https://openalex.org/W2604272474","https://openalex.org/W2622687477","https://openalex.org/W2760669695","https://openalex.org/W2799915114","https://openalex.org/W2882319491","https://openalex.org/W2914048174","https://openalex.org/W2914839623","https://openalex.org/W2915128229","https://openalex.org/W4206895564","https://openalex.org/W4213009331","https://openalex.org/W4244760338","https://openalex.org/W4285719527","https://openalex.org/W4320800861"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Patients'":[0],"health":[1,8,12,34],"related":[2],"information":[3,61,66,73,85,115],"is":[4,128],"stored":[5,86],"in":[6,23,62,87,170],"electronic":[7],"records":[9,16],"(EHRs)":[10],"by":[11,37],"service":[13],"providers.":[14],"These":[15],"include":[17,140],"sequential":[18],"documentation":[19],"of":[20,26,60,72,133,137,142,179,187,197],"care":[21,35,104,119,164,180],"episodes":[22,105,165],"the":[24,33,70,84,88,101,107,134,146,159,171,185,198,209],"form":[25],"clinical":[27,44],"notes.":[28],"EHRs":[29],"are":[30,155],"used":[31],"throughout":[32],"sector":[36],"professionals,":[38],"administrators":[39],"and":[40,55,68,77,145],"patients,":[41],"primarily":[42],"for":[43,48,114],"purposes,":[45],"but":[46],"also":[47],"secondary":[49],"purposes":[50],"such":[51],"as":[52],"decision":[53],"support":[54],"research.":[56],"The":[57],"vast":[58],"amounts":[59],"EHR":[63],"systems":[64],"complicate":[65],"management":[67],"increase":[69],"risk":[71],"overload.":[74],"Therefore,":[75],"clinicians":[76],"researchers":[78],"need":[79],"new":[80],"tools":[81],"to":[82,99,163,166],"manage":[83],"EHRs.":[89],"A":[90],"common":[91],"use":[92],"case":[93],"is,":[94],"given":[95],"a--possibly":[96],"unfinished--care":[97],"episode,":[98],"retrieve":[100],"most":[102],"similar":[103],"among":[106],"records.":[108],"This":[109],"paper":[110],"presents":[111],"several":[112,196],"methods":[113,154,199],"retrieval,":[116,121],"focusing":[117],"on":[118,123,176,208],"episode":[120,181,191],"based":[122],"textual":[124],"similarity,":[125],"where":[126],"similarity":[127],"measured":[129],"through":[130],"domain-specific":[131],"modelling":[132],"distributional":[135],"semantics":[136],"words.":[138],"Models":[139],"variants":[141],"random":[143],"indexing":[144],"semantic":[147,172],"neural":[148],"network":[149],"model":[150],"word2vec.":[151],"Two":[152],"novel":[153],"introduced":[156],"that":[157,183,195],"utilize":[158],"ICD-10":[160],"codes":[161],"attached":[162],"better":[167],"induce":[168],"domain-specificity":[169],"model.":[173],"We":[174],"report":[175],"experimental":[177],"evaluation":[178],"retrieval":[182,210],"circumvents":[184],"lack":[186],"human":[188],"judgements":[189],"regarding":[190],"relevance.":[192],"Results":[193],"suggest":[194],"proposed":[200],"outperform":[201],"a":[202],"state-of-the":[203],"art":[204],"search":[205],"engine":[206],"(Lucene)":[207],"task.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}