{"id":"https://openalex.org/W4408728644","doi":"https://doi.org/10.1186/s13326-025-00327-4","title":"Digital evolution: Novo Nordisk\u2019s shift to ontology-based data management","display_name":"Digital evolution: Novo Nordisk\u2019s shift to ontology-based data management","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408728644","doi":"https://doi.org/10.1186/s13326-025-00327-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/40121504"},"language":"en","primary_location":{"id":"doi:10.1186/s13326-025-00327-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-025-00327-4","pdf_url":"https://jbiomedsem.biomedcentral.com/counter/pdf/10.1186/s13326-025-00327-4","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Semantics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jbiomedsem.biomedcentral.com/counter/pdf/10.1186/s13326-025-00327-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022700406","display_name":"Shawn Zheng Kai Tan","orcid":"https://orcid.org/0000-0001-7258-9596"},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Shawn Zheng Kai Tan","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074297744","display_name":"Shounak Baksi","orcid":"https://orcid.org/0000-0001-7225-5377"},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Shounak Baksi","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077616242","display_name":"Thomas Gade Bjerregaard","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas Gade Bjerregaard","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038908050","display_name":"Preethi Elangovan","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Preethi Elangovan","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101733822","display_name":"T. Gopalakrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thrishna Kuttikattu Gopalakrishnan","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097450392","display_name":"Darko Hric","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Darko Hric","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097424520","display_name":"Joffrey Joumaa","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Joffrey Joumaa","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077780661","display_name":"Beidi Li","orcid":"https://orcid.org/0000-0002-1116-4081"},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Beidi Li","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014479571","display_name":"Kashif Rabbani","orcid":"https://orcid.org/0000-0002-6984-2121"},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kashif Rabbani","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109715083","display_name":"Santhosh Kannan Venkatesan","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Santhosh Kannan Venkatesan","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110400510","display_name":"Joshua Valdez","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Joshua Daniel Valdez","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark. jdnv@novonordisk.com","Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark. jdnv@novonordisk.com","institution_ids":[]},{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5097424518","display_name":"Saritha Vettikunnel Kuriakose","orcid":null},"institutions":[{"id":"https://openalex.org/I189090001","display_name":"Novo Nordisk (Denmark)","ror":"https://ror.org/0435rc536","country_code":"DK","type":"company","lineage":["https://openalex.org/I189090001","https://openalex.org/I2801134892","https://openalex.org/I4210159963"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Saritha Vettikunnel Kuriakose","raw_affiliation_strings":["Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark. szvk@novonordisk.com","Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark"],"affiliations":[{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark. szvk@novonordisk.com","institution_ids":[]},{"raw_affiliation_string":"Novo Nordisk A/S, Novo Nordisk Park 1, M\u00e5l\u00f8v, 2760, Denmark","institution_ids":["https://openalex.org/I189090001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5022700406"],"corresponding_institution_ids":["https://openalex.org/I189090001"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":5.1436,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.95210839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"1","first_page":"6","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9984999895095825,"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":0.9984999895095825,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11937","display_name":"Research Data Management Practices","score":0.9957000017166138,"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/interoperability","display_name":"Interoperability","score":0.7660585641860962},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.7353661060333252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913624405860901},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6398707628250122},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.556384265422821},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5467797517776489},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5074722170829773},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4892082214355469},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.48455610871315},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28020691871643066},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13452467322349548}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7660585641860962},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.7353661060333252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913624405860901},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6398707628250122},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.556384265422821},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5467797517776489},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5074722170829773},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4892082214355469},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.48455610871315},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28020691871643066},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13452467322349548},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s13326-025-00327-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-025-00327-4","pdf_url":"https://jbiomedsem.biomedcentral.com/counter/pdf/10.1186/s13326-025-00327-4","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Semantics","raw_type":"journal-article"},{"id":"pmid:40121504","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40121504","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":"Journal of biomedical semantics","raw_type":null},{"id":"pmh:oai:doaj.org/article:e8cfda7f064d4dd0ad5a19a5d90f7d35","is_oa":true,"landing_page_url":"https://doaj.org/article/e8cfda7f064d4dd0ad5a19a5d90f7d35","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Biomedical Semantics, Vol 16, Iss 1, Pp 1-11 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:10742658","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11929979","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13326-025-00327-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-025-00327-4","pdf_url":"https://jbiomedsem.biomedcentral.com/counter/pdf/10.1186/s13326-025-00327-4","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Semantics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408728644.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1757909678","https://openalex.org/W1802346448","https://openalex.org/W1935434993","https://openalex.org/W1952553890","https://openalex.org/W2011301426","https://openalex.org/W2016976521","https://openalex.org/W2021074129","https://openalex.org/W2061231608","https://openalex.org/W2103017472","https://openalex.org/W2113142309","https://openalex.org/W2116034137","https://openalex.org/W2131660156","https://openalex.org/W2261387751","https://openalex.org/W2302501749","https://openalex.org/W2783839275","https://openalex.org/W2788974985","https://openalex.org/W2805978167","https://openalex.org/W2884993948","https://openalex.org/W2911501529","https://openalex.org/W2945688618","https://openalex.org/W2948019310","https://openalex.org/W2965518110","https://openalex.org/W3048090444","https://openalex.org/W3097222332","https://openalex.org/W3106811464","https://openalex.org/W3124366899","https://openalex.org/W3149937957","https://openalex.org/W3163425692","https://openalex.org/W4205824053","https://openalex.org/W4223568044","https://openalex.org/W4224037213","https://openalex.org/W4230310221","https://openalex.org/W4281661209","https://openalex.org/W4303685003","https://openalex.org/W4318025162","https://openalex.org/W4324130003","https://openalex.org/W4377096495","https://openalex.org/W4384023572","https://openalex.org/W4404793799","https://openalex.org/W4405532769","https://openalex.org/W6713748237","https://openalex.org/W6926732151"],"related_works":["https://openalex.org/W4304620183","https://openalex.org/W2384575798","https://openalex.org/W2007211730","https://openalex.org/W2265189214","https://openalex.org/W2766654718","https://openalex.org/W2379378785","https://openalex.org/W4396600116","https://openalex.org/W1975337239","https://openalex.org/W1971312788","https://openalex.org/W4319347573"],"abstract_inverted_index":{"The":[0],"amount":[1],"of":[2,129],"biomedical":[3],"data":[4,20,92,130,134],"is":[5,10,105],"growing,":[6],"and":[7,17,67,94,133],"managing":[8],"it":[9],"increasingly":[11],"challenging.":[12],"While":[13],"Findable,":[14],"Accessible,":[15],"Interoperable":[16],"Reusable":[18],"(FAIR)":[19],"principles":[21],"provide":[22],"guidance,":[23],"their":[24],"adoption":[25],"has":[26],"proven":[27],"difficult,":[28],"especially":[29],"in":[30,53,86,111,126],"larger":[31],"enterprises":[32],"like":[33],"pharmaceutical":[34],"companies.":[35],"In":[36],"this":[37,103],"manuscript,":[38],"we":[39,42,61],"describe":[40],"how":[41,77],"leverage":[43],"an":[44,79],"Ontology-Based":[45],"Data":[46],"Management":[47],"(OBDM)":[48],"strategy":[49],"for":[50,70,91,102],"digital":[51,89],"transformation":[52],"Novo":[54],"Nordisk":[55],"Research":[56],"&":[57],"Early":[58],"Development.":[59],"Here,":[60],"include":[62],"both":[63],"our":[64,68],"technical":[65],"blueprint":[66],"approach":[69],"organizational":[71],"change":[72],"management.":[73],"We":[74],"further":[75],"discuss":[76],"such":[78],"OBDM":[80],"ecosystem":[81],"plays":[82],"a":[83],"pivotal":[84],"role":[85],"the":[87,108,124,127],"organization's":[88],"aspirations":[90],"federation":[93],"discovery":[95],"fuelled":[96],"by":[97],"artificial":[98],"intelligence.":[99],"Our":[100],"aim":[101],"paper":[104],"to":[106,113],"share":[107],"lessons":[109],"learned":[110],"order":[112],"foster":[114],"dialogue":[115],"with":[116],"parties":[117],"navigating":[118],"similar":[119],"waters":[120],"while":[121],"collectively":[122],"advancing":[123],"efforts":[125],"fields":[128],"management,":[131],"semantics":[132],"driven":[135],"drug":[136],"discovery.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}