{"id":"https://openalex.org/W3165421837","doi":"https://doi.org/10.1109/ismict51748.2021.9434933","title":"Mahalanobis Distance-based Adjustable Classifier Models for Diagnosing Heart Diseases","display_name":"Mahalanobis Distance-based Adjustable Classifier Models for Diagnosing Heart Diseases","publication_year":2021,"publication_date":"2021-04-14","ids":{"openalex":"https://openalex.org/W3165421837","doi":"https://doi.org/10.1109/ismict51748.2021.9434933","mag":"3165421837"},"language":"en","primary_location":{"id":"doi:10.1109/ismict51748.2021.9434933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict51748.2021.9434933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 15th International Symposium on Medical Information and Communication Technology (ISMICT)","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/A5108223601","display_name":"Tingting Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Huang","raw_affiliation_strings":["Nanyang Institute of Technology,Nanyang,China","Nanyang Institute of Technology, Nanyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Institute of Technology,Nanyang,China","institution_ids":["https://openalex.org/I4210115515"]},{"raw_affiliation_string":"Nanyang Institute of Technology, Nanyang, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055855684","display_name":"Shuping Sun","orcid":"https://orcid.org/0000-0003-2751-5576"},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuping Sun","raw_affiliation_strings":["Nanyang Institute of Technology,Nanyang,China","Nanyang Institute of Technology, Nanyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Institute of Technology,Nanyang,China","institution_ids":["https://openalex.org/I4210115515"]},{"raw_affiliation_string":"Nanyang Institute of Technology, Nanyang, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110935767","display_name":"Peiguang He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiguang He","raw_affiliation_strings":["Nanyang Institute of Technology,Nanyang,China","Nanyang Institute of Technology, Nanyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Institute of Technology,Nanyang,China","institution_ids":["https://openalex.org/I4210115515"]},{"raw_affiliation_string":"Nanyang Institute of Technology, Nanyang, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060944715","display_name":"Biqiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biqiang Zhang","raw_affiliation_strings":["Nanyang Institute of Technology,Nanyang,China","Nanyang Institute of Technology, Nanyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Institute of Technology,Nanyang,China","institution_ids":["https://openalex.org/I4210115515"]},{"raw_affiliation_string":"Nanyang Institute of Technology, Nanyang, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108745939","display_name":"Yan Long","orcid":"https://orcid.org/0009-0006-4579-5857"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Yan","raw_affiliation_strings":["Shenzhen University,Shenzhen,China","Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100744179","display_name":"Jiale Zhang","orcid":"https://orcid.org/0000-0002-6390-9591"},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JiaLe Zhang","raw_affiliation_strings":["Nanyang Institute of Technology,Nanyang,China","Nanyang Institute of Technology, Nanyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Institute of Technology,Nanyang,China","institution_ids":["https://openalex.org/I4210115515"]},{"raw_affiliation_string":"Nanyang Institute of Technology, Nanyang, China","institution_ids":["https://openalex.org/I4210115515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":null,"first_page":"116","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T11309","display_name":"Music and Audio Processing","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5702476501464844},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5121376514434814},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5064607858657837},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35691410303115845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3423842787742615},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3235721290111542}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5702476501464844},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5121376514434814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5064607858657837},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35691410303115845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3423842787742615},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3235721290111542}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ismict51748.2021.9434933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict51748.2021.9434933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 15th International Symposium on Medical Information and Communication Technology (ISMICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2052118492","https://openalex.org/W2070104915","https://openalex.org/W2077849306","https://openalex.org/W2798749578","https://openalex.org/W2890117101","https://openalex.org/W2900789802","https://openalex.org/W2909579588","https://openalex.org/W2948445299","https://openalex.org/W2983603333","https://openalex.org/W6769841316"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W3204019825"],"abstract_inverted_index":{"A":[0],"novel":[1],"intelligent":[2],"diagnostic":[3,52],"system":[4,16,116,136],"is":[5,117],"proposed":[6,115,135],"to":[7,87],"diagnose":[8],"heart":[9],"sounds":[10,120],"(HSs).":[11],"The":[12,111,130],"innovations":[13],"of":[14,26,48,91,113,133,140],"this":[15,114],"are":[17,101],"primarily":[18],"reflected":[19],"in":[20],"the":[21,27,45,49,81,88,92,104,134],"automatic":[22,46],"segmentation":[23],"and":[24,36,64,74,80,100,123],"extraction":[25,47],"first":[28],"complex":[29,38],"sound":[30,39],"(CS":[31,40],"<sub":[32,41,55,60,66,71,76],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[33,42,56,61,67,72,77,96],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[34,57,73],")":[35,98],"second":[37],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[43,62,78],");":[44],"secondary":[50],"envelope-based":[51],"features":[53],"\u03b3":[54,59,65],"-":[58],",":[63],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sub>":[68],"from":[69,121],"CS":[70,75],";":[79],"adjustable":[82],"classifier":[83],"models":[84],"that":[85],"correspond":[86],"confidence":[89,106],"bounds":[90],"Chi-square":[93],"(\u03c7":[94],"<sup":[95],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[97],"distribution":[99],"adjusted":[102],"by":[103],"given":[105],"levels":[107],"(denoted":[108],"as":[109],"\u03b2).":[110],"performance":[112],"validated":[118],"with":[119],"online":[122],"clinical":[124],"disease":[125],"databases":[126],"for":[127,144],"detection":[128],"analysis.":[129],"classification":[131],"results":[132],"exhibit":[137],"high":[138],"accuracies":[139],"greater":[141],"than":[142],"98.62%":[143],"various":[145],"HSs.":[146]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
