{"id":"https://openalex.org/W4402035784","doi":"https://doi.org/10.1093/database/baae083","title":"Acupuncture indication knowledge bases: meridian entity recognition and classification based on ACUBERT","display_name":"Acupuncture indication knowledge bases: meridian entity recognition and classification based on ACUBERT","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402035784","doi":"https://doi.org/10.1093/database/baae083","pmid":"https://pubmed.ncbi.nlm.nih.gov/39213389"},"language":"en","primary_location":{"id":"doi:10.1093/database/baae083","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baae083","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baae083/58978479/baae083.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baae083/58978479/baae083.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061294637","display_name":"Tiancheng Xu","orcid":"https://orcid.org/0000-0003-0089-0712"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"TianCheng Xu","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":"https://orcid.org/0000-0003-0089-0712","affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101969195","display_name":"Jing Wen","orcid":"https://orcid.org/0000-0001-6035-6277"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wen","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736257","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-6477-6172"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Nanjing KG Data Technology Co., Ltd. , 1 Dongji Road, Nanjing 211100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing KG Data Technology Co., Ltd. , 1 Dongji Road, Nanjing 211100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109910192","display_name":"Yingyin Huang","orcid":"https://orcid.org/0009-0007-4570-7738"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YueYing Huang","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111307726","display_name":"ZiJing Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZiJing Zhu","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048502487","display_name":"Qian Zhu","orcid":"https://orcid.org/0000-0002-0298-3827"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhu","raw_affiliation_strings":["Department of Traditional Chinese Medicine, Medical School, Qinghai University , 251 Ningda Road, Xining 810016, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Traditional Chinese Medicine, Medical School, Qinghai University , 251 Ningda Road, Xining 810016, China","institution_ids":["https://openalex.org/I116265982"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110932318","display_name":"Yi Fang","orcid":"https://orcid.org/0000-0002-2009-1152"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Fang","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035847297","display_name":"Chengbiao Yang","orcid":"https://orcid.org/0000-0001-7393-6174"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ChengBiao Yang","raw_affiliation_strings":["Nanjing KG Data Technology Co., Ltd. , 1 Dongji Road, Nanjing 211100, China","School of Computer Science and Engineering, Southeast University , 2 Dongnandaxue Road, Nanjing 211102, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing KG Data Technology Co., Ltd. , 1 Dongji Road, Nanjing 211100, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University , 2 Dongnandaxue Road, Nanjing 211102, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101717171","display_name":"Youbing Xia","orcid":"https://orcid.org/0000-0002-0408-2045"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YouBing Xia","raw_affiliation_strings":["Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine , 138 Xianlin Road, Nanjing 210023, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University , 209 Tongshan Road, Xuzhou 221004, China","institution_ids":["https://openalex.org/I177388780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1415,"currency":"GBP","value_usd":1735},"apc_paid":{"value":1415,"currency":"GBP","value_usd":1735},"fwci":5.0592,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94914868,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"2024","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.974399983882904,"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":0.9513999819755554,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/meridian","display_name":"Meridian (astronomy)","score":0.7985954284667969},{"id":"https://openalex.org/keywords/acupuncture","display_name":"Acupuncture","score":0.740100085735321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4859422445297241},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39839181303977966},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35041162371635437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3451216518878937},{"id":"https://openalex.org/keywords/traditional-medicine","display_name":"Traditional medicine","score":0.3431704044342041},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27635037899017334},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.14733639359474182},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.04944196343421936}],"concepts":[{"id":"https://openalex.org/C179691212","wikidata":"https://www.wikidata.org/wiki/Q148901","display_name":"Meridian (astronomy)","level":2,"score":0.7985954284667969},{"id":"https://openalex.org/C56837625","wikidata":"https://www.wikidata.org/wiki/Q121713","display_name":"Acupuncture","level":3,"score":0.740100085735321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4859422445297241},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39839181303977966},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35041162371635437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3451216518878937},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.3431704044342041},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27635037899017334},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.14733639359474182},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.04944196343421936},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D015670","descriptor_name":"Acupuncture Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015670","descriptor_name":"Acupuncture Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015670","descriptor_name":"Acupuncture Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015670","descriptor_name":"Acupuncture Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015670","descriptor_name":"Acupuncture Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016740","descriptor_name":"Meridians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016740","descriptor_name":"Meridians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016740","descriptor_name":"Meridians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016740","descriptor_name":"Meridians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016740","descriptor_name":"Meridians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D026881","descriptor_name":"Acupuncture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D026881","descriptor_name":"Acupuncture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D026881","descriptor_name":"Acupuncture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D026881","descriptor_name":"Acupuncture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D026881","descriptor_name":"Acupuncture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051188","descriptor_name":"Knowledge Bases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/database/baae083","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baae083","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baae083/58978479/baae083.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},{"id":"pmid:39213389","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39213389","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":"Database : the journal of biological databases and curation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11363959","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11363959","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11363959/pdf/baae083.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Database (Oxford)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/database/baae083","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baae083","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baae083/58978479/baae083.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402035784.pdf","grobid_xml":"https://content.openalex.org/works/W4402035784.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W2049740827","https://openalex.org/W2070902649","https://openalex.org/W2365541478","https://openalex.org/W2507380695","https://openalex.org/W2788577764","https://openalex.org/W2790387750","https://openalex.org/W2797440451","https://openalex.org/W2887915553","https://openalex.org/W2896457183","https://openalex.org/W2937556626","https://openalex.org/W2963083845","https://openalex.org/W2970106668","https://openalex.org/W2997918937","https://openalex.org/W3006193056","https://openalex.org/W3007007518","https://openalex.org/W3014861933","https://openalex.org/W3015607244","https://openalex.org/W3017543455","https://openalex.org/W3021743785","https://openalex.org/W3035426084","https://openalex.org/W3087170873","https://openalex.org/W3089984973","https://openalex.org/W3092904928","https://openalex.org/W3151101355","https://openalex.org/W3160137267","https://openalex.org/W3170171533","https://openalex.org/W3170470552","https://openalex.org/W3180162986","https://openalex.org/W3194584326","https://openalex.org/W3205496902","https://openalex.org/W3212589311","https://openalex.org/W3214433768","https://openalex.org/W4205835524","https://openalex.org/W4206323132","https://openalex.org/W4210447920","https://openalex.org/W4220797652","https://openalex.org/W4221014796","https://openalex.org/W4221136823","https://openalex.org/W4225270311","https://openalex.org/W4280652363","https://openalex.org/W4283215538","https://openalex.org/W4283221154","https://openalex.org/W4283368002","https://openalex.org/W4297536219","https://openalex.org/W4308627565","https://openalex.org/W4309517578","https://openalex.org/W4311493459","https://openalex.org/W4318263565","https://openalex.org/W4318570625","https://openalex.org/W4381891800","https://openalex.org/W4385211887","https://openalex.org/W4385245566","https://openalex.org/W4385624038","https://openalex.org/W4385798242","https://openalex.org/W4385881900","https://openalex.org/W4387166054","https://openalex.org/W4389245020","https://openalex.org/W4389391081","https://openalex.org/W4389799036","https://openalex.org/W6688533166","https://openalex.org/W6707453337","https://openalex.org/W6739901393","https://openalex.org/W6749042082","https://openalex.org/W6755207826","https://openalex.org/W6761749748","https://openalex.org/W6766886201","https://openalex.org/W6772480648","https://openalex.org/W6775558231","https://openalex.org/W6776099387","https://openalex.org/W6778402907","https://openalex.org/W6784601925","https://openalex.org/W6796811396","https://openalex.org/W6797936882","https://openalex.org/W6799915806","https://openalex.org/W6800278479","https://openalex.org/W6805078057","https://openalex.org/W6807631723","https://openalex.org/W6810006174","https://openalex.org/W6839453267","https://openalex.org/W6846851473","https://openalex.org/W6847486076","https://openalex.org/W6854455905","https://openalex.org/W6855902233","https://openalex.org/W6855940934","https://openalex.org/W6859186920","https://openalex.org/W6859771692"],"related_works":["https://openalex.org/W2964418024","https://openalex.org/W2016803991","https://openalex.org/W2387897122","https://openalex.org/W2070420137","https://openalex.org/W4254026227","https://openalex.org/W2318292313","https://openalex.org/W1973829953","https://openalex.org/W2137147953","https://openalex.org/W2375357008","https://openalex.org/W2356873301"],"abstract_inverted_index":{"In":[0,182],"acupuncture":[1,35,59,197],"diagnosis":[2],"and":[3,21,30,87,94,135,161,174,200],"treatment,":[4],"non-quantitative":[5],"clinical":[6],"descriptions":[7],"have":[8],"limited":[9],"the":[10,19,22,27,38,48,63,77,83,103,106,113,124,150,156,184,189,196,203],"development":[11,104],"of":[12,32,105,159,192,206],"standardized":[13],"treatment":[14],"methods.":[15],"This":[16],"study":[17,143],"explores":[18],"effectiveness":[20,191],"reasons":[23],"for":[24,66],"discrepancies":[25],"in":[26,34,120,195,213],"entity":[28],"recognition":[29],"classification":[31,70,121,190,204],"meridians":[33],"indication":[36,198],"using":[37,76],"Acupuncture":[39],"Bidirectional":[40],"Encoder":[41],"Representations":[42],"from":[43,57],"Transformers":[44],"(ACUBERT)":[45],"model.":[46,79,108],"During":[47],"research":[49,71],"process,":[50],"we":[51,81],"selected":[52],"54":[53],"593":[54],"different":[55],"entities":[56],"82":[58],"medical":[60,67,74],"books":[61],"as":[62,91,164],"pretraining":[64],"corpus":[65],"literature,":[68],"conducting":[69],"on":[72,155,211],"Chinese":[73,179],"literature":[75],"BERT":[78,212],"Additionally,":[80],"employed":[82],"support":[84],"vector":[85],"machine":[86],"Random":[88],"Forest":[89],"models":[90,119],"comparative":[92],"benchmarks":[93],"optimized":[95],"them":[96],"through":[97],"parameter":[98],"tuning,":[99],"ultimately":[100],"leading":[101],"to":[102],"ACUBERT":[107,114,175,185],"The":[109,131],"results":[110],"show":[111],"that":[112],"model":[115,153,176,186],"outperforms":[116],"other":[117],"baseline":[118],"effectiveness,":[122],"achieving":[123],"best":[125],"performance":[126],"at":[127],"Epoch":[128],"=":[129],"5.":[130],"model's":[132],"\"precision,\"":[133],"\"recall,\"":[134],"F1":[136],"scores":[137],"reached":[138],"above":[139],"0.8.":[140],"Moreover,":[141],"our":[142],"has":[144],"a":[145],"unique":[146],"feature:":[147],"it":[148],"trains":[149],"meridian":[151,193],"differentiation":[152,160,163],"based":[154,210],"eight":[157],"principles":[158],"zang-fu":[162],"foundational":[165],"labels.":[166],"It":[167],"establishes":[168],"an":[169],"acupuncture-indication":[170],"knowledge":[171],"base":[172],"(ACU-IKD)":[173],"with":[177],"traditional":[178],"medicine":[180],"characteristics.":[181],"summary,":[183],"significantly":[187],"enhances":[188],"attribution":[194],"database":[199],"also":[201],"demonstrates":[202],"advantages":[205],"deep":[207],"learning":[208],"methods":[209],"multi-category,":[214],"large-scale":[215],"training":[216],"sets.":[217],"Database":[218],"URL:":[219],"http://acuai.njucm.edu.cn:8081/#/user/login?tenantUrl=default.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
