{"id":"https://openalex.org/W4393969830","doi":"https://doi.org/10.1145/3644116.3644334","title":"Research on Normalization of Chinese Clinical Terms Based on Keyword Extraction and Data Augmentation Technology","display_name":"Research on Normalization of Chinese Clinical Terms Based on Keyword Extraction and Data Augmentation Technology","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4393969830","doi":"https://doi.org/10.1145/3644116.3644334"},"language":"en","primary_location":{"id":"doi:10.1145/3644116.3644334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3644116.3644334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082017587","display_name":"Ruiyu Dai","orcid":"https://orcid.org/0009-0003-3000-247X"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruiyu Dai","raw_affiliation_strings":["College of Computer and Information Engineering, Xiamen University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Xiamen University of Technology, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082508412","display_name":"Xi-Shuo Zhang","orcid":"https://orcid.org/0000-0003-3471-3730"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["College of Software Engineering, Xiamen University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Software Engineering, Xiamen University of Technology, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112420353","display_name":"Feihong Li","orcid":"https://orcid.org/0009-0007-2750-6078"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihong Li","raw_affiliation_strings":["College of Computer and Information Engineering, Xiamen University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Xiamen University of Technology, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053752745","display_name":"Chenlong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlong Li","raw_affiliation_strings":["College of Computer and Information Engineering, Xiamen University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Xiamen University of Technology, China","institution_ids":["https://openalex.org/I75867142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082017587"],"corresponding_institution_ids":["https://openalex.org/I75867142"],"apc_list":null,"apc_paid":null,"fwci":0.1539,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61218374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1291","last_page":"1298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9990000128746033,"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":0.9990000128746033,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9937999844551086,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9308000206947327,"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/normalization","display_name":"Normalization (sociology)","score":0.7954474687576294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6980907320976257},{"id":"https://openalex.org/keywords/keyword-extraction","display_name":"Keyword extraction","score":0.4771549105644226},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.45550087094306946},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41642439365386963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.335810124874115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3320436477661133},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3279454708099365},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.10798382759094238}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7954474687576294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980907320976257},{"id":"https://openalex.org/C2780288562","wikidata":"https://www.wikidata.org/wiki/Q25053353","display_name":"Keyword extraction","level":2,"score":0.4771549105644226},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.45550087094306946},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41642439365386963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.335810124874115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3320436477661133},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3279454708099365},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.10798382759094238},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3644116.3644334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3644116.3644334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2515403501","https://openalex.org/W2911588830","https://openalex.org/W6682082992"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W4321441197","https://openalex.org/W4294432981","https://openalex.org/W4321276295"],"abstract_inverted_index":{"Electronic":[0],"Medical":[1],"Records":[2],"(EMRs)":[3],"house":[4],"critical":[5],"patient":[6],"information":[7],"with":[8,46],"immense":[9],"mining":[10],"potential.":[11],"Conventional":[12],"methods":[13],"for":[14],"normalizing":[15],"clinical":[16,92,124],"terms":[17,117],"in":[18,82,114],"EMRs":[19],"encounter":[20],"challenges":[21],"related":[22],"to":[23,51,65,119],"accurate":[24],"term":[25,55,88,93],"matching":[26],"and":[27],"textual":[28,70],"entailment":[29,71],"scoring.":[30],"To":[31],"address":[32],"these":[33],"issues,":[34],"this":[35],"paper":[36],"introduces":[37],"a":[38,60,101,120],"novel":[39],"approach":[40,75],"that":[41],"combines":[42],"keyword":[43],"extraction":[44],"technology":[45],"the":[47,67,83,91,109],"Jaccard":[48],"similarity":[49],"algorithm":[50],"facilitate":[52],"candidate":[53,86],"normalized":[54,87,116],"matching.":[56,89],"Additionally,":[57],"we":[58],"propose":[59],"specific":[61],"data":[62,97],"augmentation":[63,98],"technique":[64],"enhance":[66],"accuracy":[68],"of":[69,85,104,111,123],"scoring":[72],"rankings.":[73],"Our":[74],"achieves":[76],"an":[77],"impressive":[78],"94%":[79],"recall":[80],"rate":[81,103],"task":[84],"In":[90],"normalization":[94],"task,":[95],"our":[96,112],"method":[99],"yields":[100],"precision":[102],"71.48%.":[105],"The":[106],"results":[107],"demonstrate":[108],"effectiveness":[110],"model":[113],"predicting":[115],"corresponding":[118],"significant":[121],"majority":[122],"terms.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
