{"id":"https://openalex.org/W2000905548","doi":"https://doi.org/10.1109/bibm.2013.6732688","title":"Comparative study of pulse-diagnosis signals between 2 kinds of liver disease patients based on the combination of unsupervised learning and supervised learning","display_name":"Comparative study of pulse-diagnosis signals between 2 kinds of liver disease patients based on the combination of unsupervised learning and supervised learning","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2000905548","doi":"https://doi.org/10.1109/bibm.2013.6732688","mag":"2000905548"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2013.6732688","doi":"https://doi.org/10.1109/bibm.2013.6732688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2013.6732688","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Wang Nanyue","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Nanyue","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064760532","display_name":"Youhua Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Youhua","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huang Dawei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang Dawei","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409766","display_name":"Jia Liu","orcid":"https://orcid.org/0000-0003-4096-8334","observed_orcids":["https://orcid.org/0000-0003-4096-8334"]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Jia","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055191614","display_name":"Tongda Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Tongda","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016133210","display_name":"Zengyu Shan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Zengyu","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419626","display_name":"Yanping Chen","orcid":"https://orcid.org/0000-0001-6941-3119","observed_orcids":["https://orcid.org/0000-0001-6941-3119"]},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yanping","raw_affiliation_strings":["China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Chinese Medical Sciences, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210141683"]},{"raw_affiliation_string":"Exp. Res. Center, China Acad. of Chinese Med. Sci., Beijing, China","institution_ids":["https://openalex.org/I4210141683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098167085","display_name":"Xueliyuan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xueliyuan","raw_affiliation_strings":["TaiYangGong Health Care Center, Chaoyang District, Beijing, China","TaiYangGong Health Care Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TaiYangGong Health Care Center, Chaoyang District, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"TaiYangGong Health Care Center, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066776537","display_name":"WangJia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12411659","display_name":"Tianjin University of Traditional Chinese Medicine","ror":"https://ror.org/05dfcz246","country_code":"CN","type":"education","lineage":["https://openalex.org/I12411659"]},{"id":"https://openalex.org/I4210130148","display_name":"First Teaching Hospital of Tianjin University of Traditional Chinese Medicine","ror":"https://ror.org/02fsmcz03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130148"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangjia","raw_affiliation_strings":["Shi Xuemin Academician Office, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China","Shi Xuemin Academician Office, First Teaching Hosp. of Tianjin Univ. of Traditional Chinese Med., Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shi Xuemin Academician Office, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China","institution_ids":["https://openalex.org/I12411659","https://openalex.org/I4210130148"]},{"raw_affiliation_string":"Shi Xuemin Academician Office, First Teaching Hosp. of Tianjin Univ. of Traditional Chinese Med., Tianjin, China","institution_ids":["https://openalex.org/I12411659","https://openalex.org/I4210130148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1629,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71108551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"260","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.5570999979972839,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.5570999979972839,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.34790000319480896,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0357000008225441,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pulse-diagnosis","display_name":"pulse diagnosis","score":0.9269999861717224},{"id":"https://openalex.org/keywords/liver-disease","display_name":"liver disease","score":0.8629999756813049},{"id":"https://openalex.org/keywords/hepatic-steatosis","display_name":"hepatic steatosis","score":0.996999979019165},{"id":"https://openalex.org/keywords/liver-cirrhosis","display_name":"liver cirrhosis","score":0.9240000247955322},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8090000152587891},{"id":"https://openalex.org/keywords/traditional-chinese-medicine","display_name":"traditional Chinese medicine","score":0.9620000123977661},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.7960000038146973},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.9869999885559082}],"concepts":[{"id":"https://openalex.org/C2777214474","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Cirrhosis","level":2,"score":0.624816358089447},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.5913017988204956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.567516028881073},{"id":"https://openalex.org/C2908916285","wikidata":"https://www.wikidata.org/wiki/Q2118022","display_name":"Pulse Wave Analysis","level":4,"score":0.5561705231666565},{"id":"https://openalex.org/C2778772119","wikidata":"https://www.wikidata.org/wiki/Q6058862","display_name":"Fatty liver","level":3,"score":0.5524805188179016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4921562075614929},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4630577266216278},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45835936069488525},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.42691880464553833},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.41329655051231384},{"id":"https://openalex.org/C172321821","wikidata":"https://www.wikidata.org/wiki/Q7259685","display_name":"Pulse wave","level":3,"score":0.3643829822540283},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34919416904449463},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3472437262535095},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3346695303916931},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3232768177986145},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2673325538635254},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2013.6732688","doi":"https://doi.org/10.1109/bibm.2013.6732688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2013.6732688","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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":0.9537000060081482,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2171033594","https://openalex.org/W4233182706"],"related_works":["https://openalex.org/W2298084026","https://openalex.org/W2068921829","https://openalex.org/W2380793179","https://openalex.org/W2392175064","https://openalex.org/W2273390628","https://openalex.org/W2006388009","https://openalex.org/W2365981050","https://openalex.org/W2031026042","https://openalex.org/W2387731386","https://openalex.org/W7095183853"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"compare":[2],"the":[3,23,63,73,95,106,119],"signals":[4,65],"of":[5,7,10,26,66,97,121],"pulse-diagnosis":[6,64,125],"2":[8],"kinds":[9],"liver":[11],"disease":[12],"patients:":[13],"Fatty":[14,29],"Liver":[15],"Disease":[16],"(FLD)":[17],"and":[18,42,47,70,72],"Cirrhosis.":[19],"Methods:":[20],"After":[21],"collecting":[22],"pulse":[24],"waves":[25,88],"patients":[27,67],"with":[28,50,68],"Liver,":[30],"Cirrhosis,":[31,71],"we":[32,109],"do":[33],"pretreatment,":[34],"parameter":[35],"extracting":[36],"basing":[37,93],"on":[38,94],"harmonic":[39],"fitting,":[40],"modeling,":[41],"identification":[43,82],"by":[44,53,77,124],"unsupervised":[45],"learning":[46,49],"supervised":[48],"cross-validation":[51],"step":[52,54],"for":[55,101,118],"analysis.":[56],"Results:":[57],"There":[58],"is":[59,84],"significant":[60],"difference":[61],"between":[62],"FLD":[69],"result":[74],"was":[75],"confirmed":[76],"3":[78],"analysis":[79,107],"methods.":[80],"The":[81],"accurate":[83],"72%\u201391%.":[85],"Conclusion:":[86],"Pulse":[87],"collected":[89],"from":[90],"radial":[91],"artery":[92],"theory":[96],"TCM":[98],"are":[99],"specific":[100],"different":[102],"pathological":[103],"conditions.":[104],"And":[105],"methods":[108],"built":[110],"in":[111,126],"this":[112],"study":[113],"might":[114],"offer":[115],"some":[116],"confidence":[117],"realization":[120],"computer-aided":[122],"diagnosis":[123],"TCM.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2016-06-24T00:00:00"}