{"id":"https://openalex.org/W4403258274","doi":"https://doi.org/10.1177/14604582241291442","title":"Characterizing pituitary adenomas in clinical notes: Corpus construction and its application in LLMs","display_name":"Characterizing pituitary adenomas in clinical notes: Corpus construction and its application in LLMs","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403258274","doi":"https://doi.org/10.1177/14604582241291442","pmid":"https://pubmed.ncbi.nlm.nih.gov/39379071"},"language":"en","primary_location":{"id":"doi:10.1177/14604582241291442","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241291442","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/14604582241291442","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100702756","display_name":"Jiahui Hu","orcid":"https://orcid.org/0000-0003-4352-3250"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Hu","raw_affiliation_strings":["Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4352-3250","affiliations":[{"raw_affiliation_string":"Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101304975","display_name":"Jin Wei Fu","orcid":"https://orcid.org/0009-0005-1429-2926"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Fu","raw_affiliation_strings":["Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-1429-2926","affiliations":[{"raw_affiliation_string":"Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I2801228662","https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015583181","display_name":"Wanqing Zhao","orcid":"https://orcid.org/0000-0003-3705-5737"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanqing Zhao","raw_affiliation_strings":["Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3705-5737","affiliations":[{"raw_affiliation_string":"Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080567080","display_name":"Pei Lou","orcid":"https://orcid.org/0000-0003-1426-670X"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei Lou","raw_affiliation_strings":["Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1426-670X","affiliations":[{"raw_affiliation_string":"Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090984772","display_name":"Ming Feng","orcid":"https://orcid.org/0000-0002-1666-2717"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Feng","raw_affiliation_strings":["Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1666-2717","affiliations":[{"raw_affiliation_string":"Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I2801228662","https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028624839","display_name":"Hongbing Ren","orcid":"https://orcid.org/0009-0002-4796-3720"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiling Ren","raw_affiliation_strings":["Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-4796-3720","affiliations":[{"raw_affiliation_string":"Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603322","display_name":"Shanshan Feng","orcid":"https://orcid.org/0000-0002-9187-0954"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanshan Feng","raw_affiliation_strings":["Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9187-0954","affiliations":[{"raw_affiliation_string":"Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I2801228662","https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606150","display_name":"Yansheng Li","orcid":"https://orcid.org/0000-0002-3466-2593"},"institutions":[{"id":"https://openalex.org/I4210093776","display_name":"DHC Software (China)","ror":"https://ror.org/00kn8e190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yansheng Li","raw_affiliation_strings":["DHC Mediway Technology Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3466-2593","affiliations":[{"raw_affiliation_string":"DHC Mediway Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210093776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026734857","display_name":"An Fang","orcid":"https://orcid.org/0000-0002-9526-9306"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"An Fang","raw_affiliation_strings":["Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9526-9306","affiliations":[{"raw_affiliation_string":"Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5026734857"],"corresponding_institution_ids":["https://openalex.org/I200296433"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":0.4117,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63436602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"30","issue":"4","first_page":"14604582241291442","last_page":"14604582241291442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.998199999332428,"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":0.998199999332428,"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/T10028","display_name":"Topic Modeling","score":0.9682000279426575,"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/T10832","display_name":"Pituitary Gland Disorders and Treatments","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6307768821716309},{"id":"https://openalex.org/keywords/pituitary-adenoma","display_name":"Pituitary adenoma","score":0.5526120662689209},{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.5267735719680786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49042364954948425},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4762164056301117},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.4641631245613098},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4043675661087036},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3587077260017395},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.34112194180488586},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3305644989013672},{"id":"https://openalex.org/keywords/adenoma","display_name":"Adenoma","score":0.2361253798007965},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20112323760986328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6307768821716309},{"id":"https://openalex.org/C2779318953","wikidata":"https://www.wikidata.org/wiki/Q864296","display_name":"Pituitary adenoma","level":3,"score":0.5526120662689209},{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.5267735719680786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49042364954948425},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4762164056301117},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.4641631245613098},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4043675661087036},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3587077260017395},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.34112194180488586},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3305644989013672},{"id":"https://openalex.org/C2777428134","wikidata":"https://www.wikidata.org/wiki/Q272741","display_name":"Adenoma","level":2,"score":0.2361253798007965},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20112323760986328},{"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":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","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":"D010911","descriptor_name":"Pituitary Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010911","descriptor_name":"Pituitary Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010911","descriptor_name":"Pituitary Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010911","descriptor_name":"Pituitary Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1177/14604582241291442","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241291442","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:39379071","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39379071","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":"Health informatics journal","raw_type":null},{"id":"pmh:oai:doaj.org/article:b2d45876db754468892badbb275bbc1a","is_oa":true,"landing_page_url":"https://doaj.org/article/b2d45876db754468892badbb275bbc1a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Informatics Journal, Vol 30 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/14604582241291442","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241291442","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3917167209","display_name":"\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u6784\u5efa\u8425\u517b\u4e0d\u826f\u8bca\u65ad\u7cfb\u7edf\u4ee5\u6539\u5584\u4e34\u5e8a\u8def\u5f84\u5b9e\u65bd\u7684\u7814\u7a76","funder_award_id":"72074222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8364208732","display_name":null,"funder_award_id":"21CTQ016","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2891798045","https://openalex.org/W2898952346","https://openalex.org/W2993873509","https://openalex.org/W3003406981","https://openalex.org/W3037979089","https://openalex.org/W3048179169","https://openalex.org/W3095319910","https://openalex.org/W3112600195","https://openalex.org/W3152019416","https://openalex.org/W3168867926","https://openalex.org/W3177813494","https://openalex.org/W3191499914","https://openalex.org/W3194453218","https://openalex.org/W4200481888","https://openalex.org/W4307001985","https://openalex.org/W4308590518","https://openalex.org/W4323050332","https://openalex.org/W4362684385","https://openalex.org/W4366735603","https://openalex.org/W4366984023","https://openalex.org/W4377087187","https://openalex.org/W4378472501","https://openalex.org/W4384561707","https://openalex.org/W4384664813","https://openalex.org/W4385735730","https://openalex.org/W4385930125","https://openalex.org/W4386045865","https://openalex.org/W4386102168","https://openalex.org/W4388608412","https://openalex.org/W4388615774","https://openalex.org/W4391292768","https://openalex.org/W4392903994","https://openalex.org/W4399837985","https://openalex.org/W4401200607"],"related_works":["https://openalex.org/W2039735462","https://openalex.org/W4297803142","https://openalex.org/W2951665393","https://openalex.org/W2770499767","https://openalex.org/W2295806952","https://openalex.org/W2293521960","https://openalex.org/W172101468","https://openalex.org/W2405923535","https://openalex.org/W1511848092","https://openalex.org/W1708042184"],"abstract_inverted_index":{"Objective:":[0],"Faced":[1],"with":[2,122,149,191],"the":[3,10,84,123,155,174],"challenges":[4],"of":[5,18,53,72,87,127],"differential":[6],"diagnosis":[7,39],"caused":[8],"by":[9],"complex":[11],"clinical":[12,35,141,150,171],"manifestations":[13],"and":[14,40,78,83,93,107,116,146,173,196],"high":[15],"pathological":[16],"heterogeneity":[17],"pituitary":[19,32,48,88,168],"adenomas,":[20],"this":[21],"study":[22,166],"aims":[23],"to":[24,30,138,179],"construct":[25],"a":[26,47,54],"high-quality":[27],"annotated":[28],"corpus":[29,65,86],"characterize":[31],"adenomas":[33,49,89,169],"in":[34,58,98,170,186],"notes":[36],"containing":[37,75],"rich":[38],"treatment":[41,51],"information.":[42],"Methods:":[43],"A":[44,63,70],"dataset":[45],"from":[46,143],"neurosurgery":[50],"center":[52],"tertiary":[55],"first-class":[56],"hospital":[57],"China":[59],"was":[60,68,91,103],"retrospectively":[61],"collected.":[62],"semi-automatic":[64],"construction":[66],"framework":[67],"designed.":[69],"total":[71],"2000":[73],"documents":[74],"9430":[76],"sentences":[77],"524,232":[79],"words":[80],"were":[81,177],"annotated,":[82],"text":[85],"(TCPA)":[90],"constructed":[92],"analyzed.":[94],"Its":[95],"potential":[96],"application":[97],"large":[99],"language":[100,189,194],"models":[101],"(LLMs)":[102],"explored":[104],"through":[105],"fine-tuning":[106],"prompting":[108],"experiments.":[109],"Results:":[110],"TCPA":[111,134],"had":[112],"4782":[113],"medical":[114,187],"entities":[115],"28,998":[117],"tokens,":[118],"achieving":[119],"good":[120],"quality":[121],"inter-annotator":[124],"agreement":[125],"value":[126],"0.862\u20130.986.":[128],"The":[129],"LLMs":[130],"experiments":[131],"showed":[132],"that":[133],"can":[135,152],"be":[136],"used":[137],"automatically":[139],"identify":[140],"information":[142],"free":[144],"texts,":[145],"introducing":[147],"instances":[148],"characteristics":[151],"effectively":[153],"reduce":[154],"need":[156],"for":[157,183],"training":[158],"data,":[159],"thereby":[160],"reducing":[161],"labor":[162],"costs.":[163],"Conclusion:":[164],"This":[165],"characterized":[167],"notes,":[172],"proposed":[175],"method":[176],"able":[178],"serve":[180],"as":[181],"references":[182],"relevant":[184],"research":[185],"natural":[188],"scenarios":[190],"highly":[192],"specialized":[193],"structure":[195],"terminology.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
