{"id":"https://openalex.org/W4400432788","doi":"https://doi.org/10.3233/shti240789","title":"SemOntoMap: A Hybrid Approach for Semantic Annotation of Clinical Texts","display_name":"SemOntoMap: A Hybrid Approach for Semantic Annotation of Clinical Texts","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4400432788","doi":"https://doi.org/10.3233/shti240789","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176849"},"language":"en","primary_location":{"id":"doi:10.3233/shti240789","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240789","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240789","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/SHTI240789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091979868","display_name":"Ons Aouina","orcid":"https://orcid.org/0000-0002-6455-0314"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ons Aouina","raw_affiliation_strings":["Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France","Innovations for Sustainable Health Care Systems"],"raw_orcid":"https://orcid.org/0000-0002-6455-0314","affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324"]},{"raw_affiliation_string":"Innovations for Sustainable Health Care Systems","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048408635","display_name":"Jacques Hilbey","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Hilbey","raw_affiliation_strings":["Assistance Publique-H\u00f4pitaux de Paris, Paris, France","Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistance Publique-H\u00f4pitaux de Paris, Paris, France","institution_ids":["https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055383240","display_name":"Jean Charlet","orcid":"https://orcid.org/0000-0002-7966-9203"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Charlet","raw_affiliation_strings":["Assistance Publique-H\u00f4pitaux de Paris, Paris, France","Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistance Publique-H\u00f4pitaux de Paris, Paris, France","institution_ids":["https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, Inserm, Universit\u00e9 Sorbonne Paris-Nord, LIMICS, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091979868"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22739997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"316","issue":null,"first_page":"1839","last_page":"1843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9955000281333923,"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":0.9950000047683716,"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/ontology","display_name":"Ontology","score":0.7712411880493164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7681119441986084},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6828769445419312},{"id":"https://openalex.org/keywords/semantic-annotation","display_name":"Semantic annotation","score":0.6524657011032104},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.6273142099380493},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6141160726547241},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.550177812576294},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.49097374081611633},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4849967658519745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3969031572341919},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3284028172492981},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.31988048553466797}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7712411880493164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681119441986084},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6828769445419312},{"id":"https://openalex.org/C2985727698","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Semantic annotation","level":3,"score":0.6524657011032104},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6273142099380493},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6141160726547241},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.550177812576294},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.49097374081611633},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4849967658519745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3969031572341919},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3284028172492981},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.31988048553466797},{"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","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},{"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":6,"locations":[{"id":"doi:10.3233/shti240789","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240789","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240789","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:39176849","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176849","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},{"id":"pmh:oai:HAL:hal-04697348v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04697348","pdf_url":"https://hal.science/hal-04697348v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://ebooks.iospress.nl/doi/10.3233/SHTI240789","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-04635970v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04635970/document","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"35es Journ\u00e9es francophones d'Ing\u00e9nierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-04635970v2","is_oa":true,"landing_page_url":"https://hal.science/hal-04635970","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"35es Journ\u00e9es francophones d'Ing\u00e9nierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-04635970v2","is_oa":false,"landing_page_url":"https://hal.science/hal-04635970v2/document","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"35es Journ\u00e9es francophones d'Ing\u00e9nierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024), Jul 2024, La Rochelle, France","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.3233/shti240789","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240789","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240789","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":[{"score":0.6100000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3893073736","display_name":"Preventing psychosis through personalized care","funder_award_id":"ANR-18-RHUS-0014","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6876561401","display_name":null,"funder_award_id":"ANR-18","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400432788.pdf"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1994306321","https://openalex.org/W2142741334","https://openalex.org/W3166265964","https://openalex.org/W3207502918","https://openalex.org/W4281559873","https://openalex.org/W4297474060","https://openalex.org/W4308045040","https://openalex.org/W4377092193"],"related_works":["https://openalex.org/W2369337446","https://openalex.org/W2126412646","https://openalex.org/W4385569300","https://openalex.org/W3032255889","https://openalex.org/W2574165153","https://openalex.org/W2251095918","https://openalex.org/W4400434435","https://openalex.org/W2206855020","https://openalex.org/W2105339902","https://openalex.org/W2900565345"],"abstract_inverted_index":{"This":[0],"study":[1,62],"addresses":[2],"the":[3,21],"challenge":[4],"of":[5,23,85],"leveraging":[6],"free-text":[7],"descriptions":[8],"in":[9,55],"Electronic":[10],"Health":[11],"Records":[12],"(EHR)":[13],"for":[14],"clinical":[15],"research":[16],"and":[17,51,74],"healthcare":[18],"improvement.":[19],"Despite":[20],"potential":[22],"this":[24,61,86],"data,":[25],"its":[26],"direct":[27],"interpretation":[28],"by":[29,94],"computers":[30],"is":[31],"limited.":[32],"Semantic":[33],"annotation":[34],"emerges":[35],"as":[36],"a":[37,64,80],"method":[38],"to":[39,71],"make":[40],"EHR":[41],"free":[42],"text":[43],"machine-interpretable":[44],"but":[45],"struggles":[46],"with":[47,79],"specific":[48],"domain":[49,81],"ontologies":[50],"faces":[52],"heightened":[53],"difficulties":[54],"psychiatry.":[56],"To":[57],"tackle":[58],"these":[59],"challenges,":[60],"proposes":[63],"system":[65,87],"based":[66],"on":[67],"unsupervised":[68],"learning":[69],"techniques":[70],"extract":[72],"entities":[73],"their":[75],"relationships,":[76],"aligning":[77],"them":[78],"ontology.":[82],"The":[83],"effectiveness":[84],"has":[88],"been":[89],"validated":[90],"within":[91],"PsyCARE":[92],"project":[93],"analyzing":[95],"60":[96],"patient":[97],"discharge":[98],"summaries.":[99]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
