{"id":"https://openalex.org/W4413051215","doi":"https://doi.org/10.3233/shti251266","title":"Developing and Assessing the Technical Term Extraction Tools for Teaching Clinical Trial Protocols","display_name":"Developing and Assessing the Technical Term Extraction Tools for Teaching Clinical Trial Protocols","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413051215","doi":"https://doi.org/10.3233/shti251266","pmid":"https://pubmed.ncbi.nlm.nih.gov/40776283"},"language":"en","primary_location":{"id":"doi:10.3233/shti251266","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251266","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/shti251266","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103227082","display_name":"Naoki Nishimoto","orcid":"https://orcid.org/0000-0002-7638-8967"},"institutions":[{"id":"https://openalex.org/I4210141669","display_name":"Hokkaido University Hospital","ror":"https://ror.org/0419drx70","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210141669"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoki Nishimoto","raw_affiliation_strings":["Data Science Center, Promotion Unit, HELIOS, Hokkaido University Hospital, Sapporo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-7638-8967","affiliations":[{"raw_affiliation_string":"Data Science Center, Promotion Unit, HELIOS, Hokkaido University Hospital, Sapporo, Japan","institution_ids":["https://openalex.org/I4210141669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030684308","display_name":"Ayako Yagahara","orcid":"https://orcid.org/0000-0003-3364-7719"},"institutions":[{"id":"https://openalex.org/I104234503","display_name":"Hokkaido University of Science","ror":"https://ror.org/05gqsa340","country_code":"JP","type":"education","lineage":["https://openalex.org/I104234503"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ayako Yagahara","raw_affiliation_strings":["Department of Radiological Technology, Hokkaido University of Science, Sapporo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3364-7719","affiliations":[{"raw_affiliation_string":"Department of Radiological Technology, Hokkaido University of Science, Sapporo, Japan","institution_ids":["https://openalex.org/I104234503"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002542377","display_name":"Ken Sakushima","orcid":"https://orcid.org/0000-0001-5664-9616"},"institutions":[{"id":"https://openalex.org/I4210141669","display_name":"Hokkaido University Hospital","ror":"https://ror.org/0419drx70","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210141669"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ken Sakushima","raw_affiliation_strings":["Clinical Research and Innovation Center, Promotion Unit, HELIOS, Hokkaido University Hospital, Sapporo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5664-9616","affiliations":[{"raw_affiliation_string":"Clinical Research and Innovation Center, Promotion Unit, HELIOS, Hokkaido University Hospital, Sapporo, Japan","institution_ids":["https://openalex.org/I4210141669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.321522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"329","issue":null,"first_page":"1890","last_page":"1891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9815000295639038,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9815000295639038,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9508000016212463,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9343000054359436,"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/term","display_name":"Term (time)","score":0.6720183491706848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6203774809837341},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.48553869128227234},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.4843789041042328},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2822209298610687},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0881493091583252}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6720183491706848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6203774809837341},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.48553869128227234},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.4843789041042328},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2822209298610687},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0881493091583252},{"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}],"mesh":[{"descriptor_ui":"D002985","descriptor_name":"Clinical Protocols","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002985","descriptor_name":"Clinical Protocols","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017432","descriptor_name":"Unified Medical Language System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017432","descriptor_name":"Unified Medical Language System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti251266","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251266","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:40776283","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40776283","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/shti251266","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251266","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,93],"support":[4],"the":[5,18,35,43,53,65,94],"expressions":[6],"adjustment":[7],"in":[8,98],"teaching":[9],"clinical":[10,24],"research":[11],"protocols":[12],"through":[13,80],"computer":[14],"assistance":[15],"by":[16,42,89],"evaluating":[17],"accuracy":[19],"of":[20,47],"extracting":[21],"medical":[22],"and":[23,34,57,72],"trial-related":[25],"terms":[26,56,60,70,75,85],"using":[27],"existing":[28],"natural":[29],"language":[30],"processing":[31],"(NLP)":[32],"tools":[33],"Unified":[36],"Medical":[37],"Language":[38],"System":[39],"(UMLS)":[40],"developed":[41],"U.S.":[44],"National":[45],"Library":[46],"Medicine":[48],"as":[49,101],"a":[50],"dictionary.":[51],"Of":[52],"671":[54],"unique":[55,69],"939":[58],"total":[59,74],"that":[61],"did":[62],"not":[63],"match":[64],"manual":[66],"validation,":[67],"462":[68],"(68.9%)":[71],"518":[73],"(55.2%)":[76],"were":[77],"deemed":[78],"improvable":[79],"rule-based":[81],"methods.Addressing":[82],"these":[83],"statistical":[84],"could":[86],"be":[87],"achieved":[88],"adding":[90],"domain-specific":[91],"terminology":[92],"dictionary,":[95],"although":[96],"variations":[97],"expression,":[99],"such":[100],"\"detection":[102],"rate\"":[103],"versus":[104],"\"statistical":[105],"power\"":[106],"or":[107],"\"1-\u03b2,\"":[108],"pose":[109],"additional":[110],"challenges.":[111]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
