{"id":"https://openalex.org/W2143333526","doi":"https://doi.org/10.1109/bibmw.2010.5703892","title":"Study on intelligent syndrome differentiation in Traditional Chinese Medicine based on information fusion technology","display_name":"Study on intelligent syndrome differentiation in Traditional Chinese Medicine based on information fusion technology","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2143333526","doi":"https://doi.org/10.1109/bibmw.2010.5703892","mag":"2143333526"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2010.5703892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2010.5703892","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":"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/A5100662109","display_name":"Yiqin Wang","orcid":"https://orcid.org/0000-0002-0280-7495"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqin Wang","raw_affiliation_strings":["School of Basic Medicine, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Basic Medicine, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089388395","display_name":"Rui Guo","orcid":"https://orcid.org/0000-0002-5294-923X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Guo","raw_affiliation_strings":["Center for information of TCM, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for information of TCM, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004959591","display_name":"Haixia Yan","orcid":"https://orcid.org/0000-0002-1963-3292"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixia Yan","raw_affiliation_strings":["School of Basic Medicine, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Basic Medicine, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032768475","display_name":"Fufeng Li","orcid":"https://orcid.org/0000-0002-0566-3589"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fufeng Li","raw_affiliation_strings":["Center for teaching experience, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for teaching experience, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089792666","display_name":"Chunming Xia","orcid":"https://orcid.org/0000-0003-0227-3558"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Xia","raw_affiliation_strings":["Center for Mechatronics Engineering, East China University of Science & Technology, Shanghai, China","Center for Mechatronics Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mechatronics Engineering, East China University of Science & Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Center for Mechatronics Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031022113","display_name":"Zhaoxia Xu","orcid":"https://orcid.org/0000-0002-8029-711X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoxia Xu","raw_affiliation_strings":["School of Basic Medicine, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Basic Medicine, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101469150","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0003-4674-602X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Xu","raw_affiliation_strings":["School of Basic Medicine, Shanghai University of TCM, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Basic Medicine, Shanghai University of TCM, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.19873104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"698","last_page":"702"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9984999895095825,"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":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/phlegm","display_name":"Phlegm","score":0.7673086524009705},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6451771259307861},{"id":"https://openalex.org/keywords/blood-stasis","display_name":"Blood stasis","score":0.6346102952957153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.608153223991394},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5811266899108887},{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.5701298713684082},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5212386250495911},{"id":"https://openalex.org/keywords/traditional-chinese-medicine","display_name":"Traditional Chinese medicine","score":0.5144050717353821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4594508111476898},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3903936743736267},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.38256916403770447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3781924247741699},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2257469892501831},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14397373795509338}],"concepts":[{"id":"https://openalex.org/C2778731716","wikidata":"https://www.wikidata.org/wiki/Q3746560","display_name":"Phlegm","level":4,"score":0.7673086524009705},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6451771259307861},{"id":"https://openalex.org/C2776379591","wikidata":"https://www.wikidata.org/wiki/Q4118946","display_name":"Blood stasis","level":4,"score":0.6346102952957153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.608153223991394},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5811266899108887},{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.5701298713684082},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5212386250495911},{"id":"https://openalex.org/C188947578","wikidata":"https://www.wikidata.org/wiki/Q200253","display_name":"Traditional Chinese medicine","level":3,"score":0.5144050717353821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4594508111476898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3903936743736267},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38256916403770447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3781924247741699},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2257469892501831},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14397373795509338},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibmw.2010.5703892","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2010.5703892","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1276524559","https://openalex.org/W2017479420","https://openalex.org/W2351011962","https://openalex.org/W2361638303","https://openalex.org/W2372840844","https://openalex.org/W2387198759","https://openalex.org/W3208772756","https://openalex.org/W6992937806"],"related_works":["https://openalex.org/W2388242464","https://openalex.org/W2350958708","https://openalex.org/W2349943357","https://openalex.org/W2377816281","https://openalex.org/W2377129874","https://openalex.org/W2353616443","https://openalex.org/W3031128336","https://openalex.org/W2370826507","https://openalex.org/W2388920379","https://openalex.org/W2355192832"],"abstract_inverted_index":{"Objective:":[0],"Establish":[1],"four-diagnosis":[2,39,127],"syndrome":[3,68,128],"differentiation":[4,129],"model":[5,66,130],"of":[6,34,42,45,55,67,73,78,82,86,93,100,137],"Traditional":[7],"Chinese":[8],"Medicine":[9],"(TCM)":[10],"based":[11,133],"on":[12,134],"information":[13,41],"fusion":[14],"technology":[15],"(four":[16],"diagnostic":[17],"methods":[18],"refer":[19],"to":[20,37,63],"inspection,":[21],"auscultation":[22],"and":[23,26,58,110],"olfaction,":[24],"inquiry":[25],"pulse-taking.":[27],"Method:":[28],"Apply":[29],"the":[30,74],"objective":[31,40],"detection":[32],"instruments":[33],"four-diagnostic":[35],"method":[36],"collect":[38],"509":[43],"cases":[44],"clinical":[46],"heart-system":[47],"patients,":[48],"then":[49],"adopt":[50],"multiple":[51,96],"artificial":[52,97,143],"neural":[53,98,144],"network":[54,99],"single":[56,101],"output":[57],"multiple-":[59],"support":[60,115],"vector":[61,116],"machine":[62],"establish":[64],"recognition":[65],"above.":[69],"Result:":[70],"Recognition":[71],"rates":[72],"6":[75],"syndromes,":[76],"Deficiency":[77,81,85],"Heart":[79,83,87],"Qi,":[80,94],"Yang,":[84],"Yin,":[88],"Phlegm,":[89],"blood":[90],"stasis,":[91],"Stagnation":[92],"by":[95,113],"output,":[102],"are":[103],"respectively":[104,118],"60.67%,":[105],"78.08%,":[106],"65.16%,":[107],"60.11%,":[108],"62.35%":[109],"87.07%,":[111],"whereas,":[112],"multi-class":[114],"machine,":[117],"73.20%,":[119],"81.70%,":[120],"68.63%,":[121],"50.33%,":[122],"76.47%,":[123],"85.62%.":[124],"Conclusion:":[125],"TCM":[126],"set":[131],"up":[132],"SVM":[135],"is":[136],"high":[138],"quality":[139],"with":[140,142],"compare":[141],"network.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}