{"id":"https://openalex.org/W2166573645","doi":"https://doi.org/10.1109/bibmw.2010.5703867","title":"Extracting clinical information from free-text of pathology and operation notes via Chinese natural language processing","display_name":"Extracting clinical information from free-text of pathology and operation notes via Chinese natural language processing","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2166573645","doi":"https://doi.org/10.1109/bibmw.2010.5703867","mag":"2166573645"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2010.5703867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2010.5703867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5105987991","display_name":"Qiang Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zeng","raw_affiliation_strings":["School of Life Science and Technology, University of Tongji, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Science and Technology, University of Tongji, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068068982","display_name":"Xiaoyan Zhang","orcid":"https://orcid.org/0000-0002-5446-7568"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Zhang","raw_affiliation_strings":["School of Life Science and Technology, University of Tongji, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Science and Technology, University of Tongji, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102738630","display_name":"Zuofeng Li","orcid":"https://orcid.org/0000-0003-4729-5902"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuofeng Li","raw_affiliation_strings":["Department of Hepatic Tumor, Zhongshan Hospital of Fudan University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hepatic Tumor, Zhongshan Hospital of Fudan University, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210127074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001388944","display_name":"Lei Liu","orcid":"https://orcid.org/0000-0002-3710-7042"},"institutions":[{"id":"https://openalex.org/I4210162648","display_name":"Shanghai Center For Bioinformation Technology","ror":"https://ror.org/04nyf1f54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210162648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Liu","raw_affiliation_strings":["Shanghai Center for Bioinformatics Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Center for Bioinformatics Technology, Shanghai, China","institution_ids":["https://openalex.org/I4210162648"]}]},{"author_position":"last","author":{"id":null,"display_name":"Weide Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162648","display_name":"Shanghai Center For Bioinformation Technology","ror":"https://ror.org/04nyf1f54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210162648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weide Zhang","raw_affiliation_strings":["Shanghai Center for Bioinformatics Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Center for Bioinformatics Technology, Shanghai, China","institution_ids":["https://openalex.org/I4210162648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.23426061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"593","last_page":"597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9962999820709229,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.806826114654541},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.7498890161514282},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7265726327896118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7229210734367371},{"id":"https://openalex.org/keywords/text-messaging","display_name":"Text messaging","score":0.6009055376052856},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5225833654403687},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49584636092185974},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.4862595796585083},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4209745228290558},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.158013254404068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806826114654541},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.7498890161514282},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7265726327896118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7229210734367371},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.6009055376052856},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5225833654403687},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49584636092185974},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.4862595796585083},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4209745228290558},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.158013254404068}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibmw.2010.5703867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2010.5703867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1488320182","https://openalex.org/W1995265746","https://openalex.org/W2013192790","https://openalex.org/W2016771881","https://openalex.org/W2039377288","https://openalex.org/W2041828176","https://openalex.org/W2052534116","https://openalex.org/W2059994533","https://openalex.org/W2084151588","https://openalex.org/W2084189120","https://openalex.org/W2110866393","https://openalex.org/W2151170651"],"related_works":["https://openalex.org/W842810586","https://openalex.org/W4319940250","https://openalex.org/W2352298027","https://openalex.org/W2092919065","https://openalex.org/W3138801416","https://openalex.org/W4236762297","https://openalex.org/W2444550338","https://openalex.org/W2369351710","https://openalex.org/W2594363579","https://openalex.org/W2169232658"],"abstract_inverted_index":{"Many":[0],"of":[1,15,43,48,55,74,101,112],"surgical":[2],"records":[3],"containing":[4],"the":[5,35,62,72,75,110,113,119,137],"clinical":[6,87,146],"information":[7,33,63,127],"are":[8,17,83,89],"in":[9,19,22,124],"electronic":[10],"forms,":[11],"but":[12],"a":[13,58],"lot":[14],"them":[16],"still":[18],"free-text":[20,54,129],"format":[21],"China.":[23],"In":[24,136],"this":[25],"paper,":[26],"we":[27,70,115],"have":[28],"an":[29],"attempt":[30],"to":[31,117],"extract":[32,71],"with":[34],"Nature":[36],"Language":[37],"Processing":[38],"(NLP)":[39],"approach.":[40],"The":[41,91,99],"procedure":[42],"NLP":[44,92],"is":[45,66,103,122],"made":[46],"up":[47],"three":[49],"steps.":[50],"First,":[51],"given":[52],"36":[53],"operation":[56,97,131],"notes,":[57],"physician":[59],"manually":[60],"annotates":[61],"which":[64],"he":[65],"interested":[67],"in.":[68],"Second,":[69],"features":[73,114,140],"annotated":[76],"information.":[77],"Third,":[78],"several":[79],"logistic":[80],"regression":[81],"models":[82],"built.":[84],"Totally,":[85],"14":[86],"data":[88],"extracted.":[90],"tool":[93],"was":[94],"tested":[95],"364":[96],"notes.":[98],"accuracy":[100],"extraction":[102],"between":[104],"67.3%\u201396.7%.":[105],"Our":[106],"results":[107],"indicate":[108],"that":[109],"performance":[111],"used":[116],"build":[118],"machine":[120],"learning":[121],"good":[123],"extracting":[125],"useful":[126],"from":[128],"Chinese":[130],"notes":[132],"for":[133],"liver":[134],"cancer.":[135],"future,":[138],"these":[139],"would":[141],"explored":[142],"on":[143],"more":[144],"broader":[145],"settings.":[147]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}