{"id":"https://openalex.org/W2090462971","doi":"https://doi.org/10.1109/bibm.2013.6732669","title":"Evidence-based decision support for the clinical practice of acupuncture: Data mining approaches","display_name":"Evidence-based decision support for the clinical practice of acupuncture: Data mining approaches","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2090462971","doi":"https://doi.org/10.1109/bibm.2013.6732669","mag":"2090462971"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2013.6732669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2013.6732669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Bioinformatics and Biomedicine","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/A5028275002","display_name":"Changrong Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang-rong Meng","raw_affiliation_strings":["Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]},{"raw_affiliation_string":"Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061315321","display_name":"Hong-Lai Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-lai Zhang","raw_affiliation_strings":["School of Information Technology, Guangzhou University of Chinese Medicine, Guangzhou, China","Sch. of Inf. Technol., Guangzhou Univ. of Chinese Med., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Guangzhou University of Chinese Medicine, Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]},{"raw_affiliation_string":"Sch. of Inf. Technol., Guangzhou Univ. of Chinese Med., Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071484833","display_name":"Lingfeng Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling-feng Zeng","raw_affiliation_strings":["Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]},{"raw_affiliation_string":"Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063905782","display_name":"Ziping Li","orcid":"https://orcid.org/0009-0003-6147-6619"},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zi-ping Li","raw_affiliation_strings":["Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]},{"raw_affiliation_string":"Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000409439","display_name":"Jimmy Xiangji Huang","orcid":"https://orcid.org/0000-0003-1292-1491"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jimmy Huang","raw_affiliation_strings":["School of Information Technology, York University, Toronto, Canada","Sch. of Inf. Technol., York Univ., Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, York University, Toronto, Canada","institution_ids":["https://openalex.org/I192455969"]},{"raw_affiliation_string":"Sch. of Inf. Technol., York Univ., Toronto, ON, Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004135809","display_name":"Zhaohui Liang","orcid":"https://orcid.org/0000-0002-9361-5535"},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Liang","raw_affiliation_strings":["Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]},{"raw_affiliation_string":"Second Affiliated Hosp., Guangzhou Univ. of Chinese Med., Guangzhou, China","institution_ids":["https://openalex.org/I117532281"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.15392448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"193","issue":null,"first_page":"180","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9912999868392944,"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":0.9912999868392944,"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/T11327","display_name":"Acupuncture Treatment Research Studies","score":0.9606999754905701,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9246000051498413,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/acupuncture","display_name":"Acupuncture","score":0.699241578578949},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.659410297870636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5767680406570435},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5069537162780762},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4862741231918335},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4790131449699402},{"id":"https://openalex.org/keywords/evidence-based-medicine","display_name":"Evidence-based medicine","score":0.4741330146789551},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4573485553264618},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.4225383996963501},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4115140438079834},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27621516585350037},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.27493351697921753},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.08732679486274719}],"concepts":[{"id":"https://openalex.org/C56837625","wikidata":"https://www.wikidata.org/wiki/Q121713","display_name":"Acupuncture","level":3,"score":0.699241578578949},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.659410297870636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767680406570435},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5069537162780762},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4862741231918335},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4790131449699402},{"id":"https://openalex.org/C19648533","wikidata":"https://www.wikidata.org/wiki/Q691640","display_name":"Evidence-based medicine","level":3,"score":0.4741330146789551},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4573485553264618},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.4225383996963501},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4115140438079834},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27621516585350037},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.27493351697921753},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.08732679486274719},{"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2013.6732669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2013.6732669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Bioinformatics and Biomedicine","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1939726421","https://openalex.org/W1980235968","https://openalex.org/W2044135798","https://openalex.org/W2133192073","https://openalex.org/W2296195633","https://openalex.org/W2401370722","https://openalex.org/W6696862015","https://openalex.org/W6713282220"],"related_works":["https://openalex.org/W2370440781","https://openalex.org/W2098044946","https://openalex.org/W2391621732","https://openalex.org/W2466076198","https://openalex.org/W1871041253","https://openalex.org/W2348445154","https://openalex.org/W2228960133","https://openalex.org/W2417346391","https://openalex.org/W2376309578","https://openalex.org/W2405134111"],"abstract_inverted_index":{"The":[0,55],"concept":[1],"and":[2,8,46,68,72,92,103,130,138],"methodology":[3],"of":[4,14,61,70,136],"evidence-based":[5,128],"medicine":[6,74],"(EBM)":[7],"the":[9,29,35,65,76,94,106,133],"strategy":[10],"to":[11,33,86,90,113,126],"promote":[12],"efficacy":[13],"acupuncture":[15,71,137],"in":[16,21,78,116],"clinical":[17,44,118,134],"practice":[18,40,135],"are":[19],"introduced":[20],"this":[22],"paper.":[23],"Then":[24],"it":[25,122],"focuses":[26],"on":[27,42,64],"using":[28],"data":[30,45,82,100,107],"mining":[31,101],"approaches":[32],"integrate":[34],"primary":[36],"evidence":[37,48,96],"from":[38,108],"real":[39,79],"based":[41],"conventional":[43],"secondary":[47],"by":[49,98],"systematic":[50],"literature":[51],"review":[52],"or":[53],"Meta-analysis.":[54],"new":[56],"analytic":[57],"method":[58],"is":[59,84,111],"capable":[60],"explore":[62],"in-depth":[63],"latent":[66],"rules":[67],"relations":[69],"Chinese":[73,139],"versus":[75],"effectiveness":[77],"practice.":[80],"A":[81],"warehouse":[83],"recommended":[85],"be":[87,114,124],"set":[88],"up":[89],"store":[91],"manage":[93],"above":[95],"processed":[97],"appropriate":[99],"algorithms":[102],"models.":[104],"As":[105],"different":[109],"origins":[110],"hopefully":[112],"integrated":[115],"a":[117],"decision":[119],"support":[120],"system,":[121],"will":[123],"able":[125],"provide":[127],"references":[129],"recommendations":[131],"for":[132],"medicine.":[140]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
