{"id":"https://openalex.org/W1967516018","doi":"https://doi.org/10.1109/bibmw.2011.6112478","title":"Diagnosis based on decision tree and discrimination analysis for chronic hepatitis b in TCM","display_name":"Diagnosis based on decision tree and discrimination analysis for chronic hepatitis b in TCM","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W1967516018","doi":"https://doi.org/10.1109/bibmw.2011.6112478","mag":"1967516018"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2011.6112478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2011.6112478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 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/A5100386501","display_name":"Xiaoyu Chen","orcid":"https://orcid.org/0000-0003-1741-0674"},"institutions":[{"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"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyu Chen","raw_affiliation_strings":["Center of Traditional Chinese Medicine Information Science and Technology, Shanghai University of Traditional Chinese Medicine, Shanghai, China","Center of Traditional Chinese Medicine Information, Science and Technology, Shanghai University of TCM, Shanghai, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Center of Traditional Chinese Medicine Information Science and Technology, Shanghai University of Traditional Chinese Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Center of Traditional Chinese Medicine Information, Science and Technology, Shanghai University of TCM, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084218062","display_name":"Lizhuang Ma","orcid":"https://orcid.org/0000-0003-1653-4341"},"institutions":[{"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"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhuang Ma","raw_affiliation_strings":["Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088121708","display_name":"Na Chu","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Chu","raw_affiliation_strings":["Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046937939","display_name":"Yiyang Hu","orcid":"https://orcid.org/0000-0001-9127-7002"},"institutions":[{"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"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Hu","raw_affiliation_strings":["Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, and Shanghai Research Institute of Chinese Medicine, Shanghai Jiaotong University, and Shanghai University of TCM, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210098460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100386501"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"],"apc_list":null,"apc_paid":null,"fwci":1.5301,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86743526,"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":"817","last_page":"822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9991999864578247,"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":0.9991999864578247,"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/chronic-hepatitis","display_name":"Chronic hepatitis","score":0.7729453444480896},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6700647473335266},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6578467488288879},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5843744874000549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.569398820400238},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.506904661655426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48006734251976013},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47662317752838135},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.46425682306289673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4487275183200836},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.43679797649383545},{"id":"https://openalex.org/keywords/hepatitis","display_name":"Hepatitis","score":0.43621790409088135},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4213157892227173},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38431107997894287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36023449897766113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2859828472137451},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1892525851726532},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1628580391407013},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.13557571172714233}],"concepts":[{"id":"https://openalex.org/C3020491458","wikidata":"https://www.wikidata.org/wiki/Q131742","display_name":"Chronic hepatitis","level":3,"score":0.7729453444480896},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6700647473335266},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6578467488288879},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5843744874000549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569398820400238},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.506904661655426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48006734251976013},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47662317752838135},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.46425682306289673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4487275183200836},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.43679797649383545},{"id":"https://openalex.org/C2776029263","wikidata":"https://www.wikidata.org/wiki/Q131742","display_name":"Hepatitis","level":2,"score":0.43621790409088135},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4213157892227173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38431107997894287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36023449897766113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2859828472137451},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1892525851726532},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1628580391407013},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.13557571172714233},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibmw.2011.6112478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2011.6112478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326704","display_name":"Shanghai University of Traditional Chinese Medicine","ror":null},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2098057602","https://openalex.org/W2125055259","https://openalex.org/W2149706766","https://openalex.org/W4236137412"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W2362114017","https://openalex.org/W1999647744","https://openalex.org/W3147024994","https://openalex.org/W1978302214","https://openalex.org/W2374055396","https://openalex.org/W2063246903","https://openalex.org/W2021817983","https://openalex.org/W3008559849","https://openalex.org/W2371177901"],"abstract_inverted_index":{"Accurate":[0],"discriminants":[1,21,96],"of":[2,30,40,72,99,112,127],"relationship":[3],"between":[4,97],"syndromes":[5,98],"and":[6,10,28,65,103,116,138],"syndrome":[7,104,125],"information":[8,105],"(symptoms,":[9],"lab":[11,117],"indicators)":[12],"are":[13,35,82,119],"much":[14],"desired":[15],"in":[16,38,44,106,131,147],"medical":[17],"diagnosis":[18,32,39,55],"applications.":[19],"Although":[20],"have":[22],"been":[23],"applied":[24],"widely,":[25],"the":[26,86,139],"researches":[27],"applications":[29],"discriminant":[31,54],"model":[33,56,140],"(DDT)":[34],"still":[36],"blanks":[37],"chronic":[41,100,128],"hepatitis":[42,101,129],"B":[43,102,130],"traditional":[45],"Chinese":[46],"medicine":[47],"(TCM).":[48],"In":[49],"this":[50],"paper,":[51],"a":[52,142],"new":[53],"constructed":[57],"by":[58],"attribute":[59,77],"selection,":[60],"decision":[61],"tree":[62],"C5.0":[63],"algorithm":[64],"discrimination":[66],"analysis":[67],"is":[68,76,91],"proposed,":[69],"which":[70],"consists":[71],"two":[73],"phases.":[74],"One":[75],"selection.":[78],"The":[79,89],"critical":[80],"attributes":[81],"filtered":[83],"out":[84],"from":[85,133],"original":[87,134],"attributes.":[88],"other":[90],"modeling":[92],"phase":[93],"to":[94,121],"acquire":[95],"TCM.":[107],"From":[108],"our":[109],"experiments,":[110],"combinations":[111],"TCM":[113,132,148],"clinical":[114],"symptoms":[115,136],"indicators":[118],"selected":[120],"provide":[122],"formulas":[123],"for":[124,145],"differentiation":[126],"247":[135],"initially,":[137],"shows":[141],"better":[143],"prospect":[144],"application":[146],"diagnosis.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
