{"id":"https://openalex.org/W4413049927","doi":"https://doi.org/10.3233/shti251095","title":"How Aligned are SNOMED and LOINC with the Diversity Minimal Item Set?","display_name":"How Aligned are SNOMED and LOINC with the Diversity Minimal Item Set?","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413049927","doi":"https://doi.org/10.3233/shti251095","pmid":"https://pubmed.ncbi.nlm.nih.gov/40776113"},"language":"en","primary_location":{"id":"doi:10.3233/shti251095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251095","pdf_url":null,"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://doi.org/10.3233/shti251095","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056855893","display_name":"Michael Rusongoza Muzoora","orcid":"https://orcid.org/0000-0002-1384-1509"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Rusongoza Muzoora","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0002-1384-1509","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052488848","display_name":"Nina Haffer","orcid":"https://orcid.org/0000-0002-9541-2811"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nina Haffer","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0002-9541-2811","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045196355","display_name":"Sylvia Thun","orcid":"https://orcid.org/0000-0002-3346-6806"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sylvia Thun","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","Charit\u00e9 \u2013 University Medicine Berlin","Charit\u00e9 - University Medicine Berlin","Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0002-3346-6806","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Charit\u00e9 \u2013 University Medicine Berlin","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Charit\u00e9 - University Medicine Berlin","institution_ids":["https://openalex.org/I7877124"]},{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088795965","display_name":"Carina Nina Vorisek","orcid":"https://orcid.org/0000-0001-7499-8115"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carina Nina Vorisek","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0001-7499-8115","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]},{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056855893"],"corresponding_institution_ids":["https://openalex.org/I4210139777"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3476129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"329","issue":null,"first_page":"1530","last_page":"1534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9664000272750854,"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":0.9664000272750854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.9487441778182983},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.6651089787483215},{"id":"https://openalex.org/keywords/systematized-nomenclature-of-medicine","display_name":"Systematized Nomenclature of Medicine","score":0.547614574432373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361648797988892},{"id":"https://openalex.org/keywords/medical-classification","display_name":"Medical classification","score":0.5226894617080688},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.5218081474304199},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4671083688735962},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4615393280982971},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4449290931224823},{"id":"https://openalex.org/keywords/unified-medical-language-system","display_name":"Unified Medical Language System","score":0.4236855208873749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4163089990615845},{"id":"https://openalex.org/keywords/medical-terminology","display_name":"Medical terminology","score":0.41402724385261536},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4127786457538605},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37975457310676575},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36707374453544617},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3383817672729492},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3319985866546631},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12966153025627136},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.12798964977264404}],"concepts":[{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.9487441778182983},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.6651089787483215},{"id":"https://openalex.org/C44681071","wikidata":"https://www.wikidata.org/wiki/Q4048820","display_name":"Systematized Nomenclature of Medicine","level":4,"score":0.547614574432373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361648797988892},{"id":"https://openalex.org/C154874363","wikidata":"https://www.wikidata.org/wiki/Q3518464","display_name":"Medical classification","level":2,"score":0.5226894617080688},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.5218081474304199},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4671083688735962},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4615393280982971},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4449290931224823},{"id":"https://openalex.org/C69505689","wikidata":"https://www.wikidata.org/wiki/Q455338","display_name":"Unified Medical Language System","level":2,"score":0.4236855208873749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4163089990615845},{"id":"https://openalex.org/C511227900","wikidata":"https://www.wikidata.org/wiki/Q1192539","display_name":"Medical terminology","level":2,"score":0.41402724385261536},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4127786457538605},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37975457310676575},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36707374453544617},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3383817672729492},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3319985866546631},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12966153025627136},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.12798964977264404},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"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":"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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039703","descriptor_name":"Logical Observation Identifiers Names and Codes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039703","descriptor_name":"Logical Observation Identifiers Names and Codes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti251095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251095","pdf_url":null,"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:40776113","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40776113","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/shti251095","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251095","pdf_url":null,"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2181479088","https://openalex.org/W2010248145","https://openalex.org/W2037829818","https://openalex.org/W1485513899","https://openalex.org/W2044298438","https://openalex.org/W4282583959","https://openalex.org/W4250874271","https://openalex.org/W199955901","https://openalex.org/W1902843062","https://openalex.org/W2914040075"],"abstract_inverted_index":{"Societal":[0],"or":[1,100,106],"institutional":[2],"identity":[3],"assignments":[4],"often":[5],"create":[6],"a":[7,98,179],"disconnect":[8],"between":[9,83],"patients":[10],"and":[11,27,41,50,68,78,109,136,155,171],"healthcare":[12],"providers,":[13],"perpetuating":[14],"biases":[15],"in":[16,43,103],"medical":[17,182],"treatment.":[18],"Addressing":[19],"this":[20],"gap":[21],"is":[22],"essential":[23],"for":[24,30,134,138,149,169],"fostering":[25],"equitable":[26],"respectful":[28],"care":[29],"all":[31],"individuals,":[32],"transcending":[33],"societal":[34],"norms.":[35],"This":[36],"study":[37],"evaluates":[38],"the":[39,56,73,125,147,167],"limitations":[40],"ambiguities":[42],"existing":[44],"semantic":[45],"terminologies,":[46],"specifically":[47],"within":[48,178],"LOINC":[49,69,135],"SNOMED":[51,66,104,139],"CT,":[52],"as":[53],"applied":[54],"to":[55,124,152,162,173],"Diversity":[57],"Minimal":[58],"Item":[59],"Set":[60],"(DiMIS)":[61],"diversity":[62],"domains.":[63],"Suitability":[64],"of":[65,111,128],"CT":[67,105],"was":[70,81,120],"assessed":[71],"using":[72,150],"scoring":[74],"system":[75],"ISO/TS":[76],"21564,":[77],"intercoder":[79],"reliability":[80,119],"evaluated":[82],"two":[84],"independent":[85],"mapping":[86],"specialists.":[87],"The":[88,141],"analysis":[89],"revealed":[90],"that":[91],"while":[92],"most":[93],"data":[94,183],"items":[95],"had":[96],"either":[97],"complete":[99],"partial":[101],"equivalent":[102,131],"LOINC,":[107],"34%":[108],"19%":[110],"items,":[112],"respectively,":[113],"could":[114],"not":[115],"be":[116],"mapped.":[117],"Intercoder":[118],"low,":[121],"potentially":[122],"due":[123],"limited":[126],"percentage":[127],"concepts":[129],"with":[130],"meaning":[132],"(30%":[133],"36%":[137],"CT).":[140],"DiMIS":[142],"used":[143],"ambiguous":[144],"terms,":[145],"underscoring":[146],"necessity":[148],"terminology":[151],"ensure":[153],"clarity":[154],"accuracy.":[156],"These":[157],"findings":[158],"highlight":[159],"critical":[160],"gaps":[161],"represent":[163],"diverse":[164],"identities,":[165],"emphasizing":[166],"need":[168],"updates":[170],"enhancements":[172],"support":[174],"evolving,":[175],"patient-defined":[176],"descriptors":[177],"rapidly":[180],"changing":[181],"landscape.":[184]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
