{"id":"https://openalex.org/W2116179679","doi":"https://doi.org/10.1109/.2005.1467228","title":"BCG Data Discrimination Using Daubechies Compactly Supported Wavelet Transform and Neural Networks for Heart Disease Diagnosis","display_name":"BCG Data Discrimination Using Daubechies Compactly Supported Wavelet Transform and Neural Networks for Heart Disease Diagnosis","publication_year":2005,"publication_date":"2005-07-27","ids":{"openalex":"https://openalex.org/W2116179679","doi":"https://doi.org/10.1109/.2005.1467228","mag":"2116179679"},"language":"en","primary_location":{"id":"doi:10.1109/.2005.1467228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/.2005.1467228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005.","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/A5073518875","display_name":"Alireza Akhbardeh","orcid":"https://orcid.org/0009-0001-2971-781X"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. Akhbardeh","raw_affiliation_strings":["Institute of Signal processing, Tampere University of Technology, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Signal processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080382057","display_name":"Mikko Koivuluoma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"M. Koivuluoma","raw_affiliation_strings":["Institute of Signal processing, Tampere University of Technology, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Signal processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027819814","display_name":"Teemu Koivistoinen","orcid":"https://orcid.org/0009-0008-1778-3212"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"T. Koivistoinen","raw_affiliation_strings":["Tampere University Hospital, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University Hospital, Tampere, Finland","institution_ids":["https://openalex.org/I4210126318","https://openalex.org/I4210133110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037198082","display_name":"Alpo V\u00e4rri","orcid":"https://orcid.org/0000-0002-3214-3458"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. Varri","raw_affiliation_strings":["Institute of Signal processing, Tampere University of Technology, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Signal processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0117,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93109052,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1452","last_page":"1457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9975000023841858,"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":0.9975000023841858,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/daubechies-wavelet","display_name":"Daubechies wavelet","score":0.77378910779953},{"id":"https://openalex.org/keywords/ballistocardiography","display_name":"Ballistocardiography","score":0.7341051697731018},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.7041047215461731},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6114508509635925},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5350630879402161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5162594318389893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5001015663146973},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4711887836456299},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3370974063873291},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.3012046813964844},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20674481987953186},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.10282674431800842}],"concepts":[{"id":"https://openalex.org/C2779855323","wikidata":"https://www.wikidata.org/wiki/Q1172774","display_name":"Daubechies wavelet","level":5,"score":0.77378910779953},{"id":"https://openalex.org/C2779611634","wikidata":"https://www.wikidata.org/wiki/Q4851812","display_name":"Ballistocardiography","level":2,"score":0.7341051697731018},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.7041047215461731},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6114508509635925},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5350630879402161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5162594318389893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5001015663146973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4711887836456299},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3370974063873291},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.3012046813964844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20674481987953186},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.10282674431800842}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/.2005.1467228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/.2005.1467228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5299999713897705},{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1512748702","https://openalex.org/W1960418706","https://openalex.org/W2115755118","https://openalex.org/W2124776405","https://openalex.org/W2168366343","https://openalex.org/W3163277725","https://openalex.org/W6795713011"],"related_works":["https://openalex.org/W2138197360","https://openalex.org/W2784961696","https://openalex.org/W183670115","https://openalex.org/W2350000628","https://openalex.org/W1615299697","https://openalex.org/W2144769204","https://openalex.org/W1501179639","https://openalex.org/W2011604875","https://openalex.org/W2501033992","https://openalex.org/W3199035354"],"abstract_inverted_index":{"Heart":[0],"diseases":[1],"are":[2,161],"among":[3],"the":[4,7,14,33,40,52,67,70,80,97,105,116,120,140,148,155],"one":[5],"of":[6,11,13,32,69,96,147,151],"most":[8],"usual":[9],"causes":[10],"death":[12],"mankind.":[15],"To":[16],"assist":[17],"clinicians":[18],"in":[19],"monitoring":[20],"and":[21,100,136,154,158],"diagnosing":[22],"heart":[23,72],"diseases,":[24],"several":[25],"electronic":[26],"devices":[27,53],"have":[28,47],"been":[29],"developed.":[30],"One":[31],"methods,":[34],"ballistocardiography":[35],"(BCG)":[36],"was":[37],"popular":[38],"before":[39],"1970s":[41],"but":[42],"after":[43],"that":[44,115],"other":[45],"methods":[46],"replaced":[48],"it,":[49],"partly":[50],"because":[51],"were":[54],"difficult":[55],"to":[56,65,79,92,103,122,134],"construct.":[57],"Recently":[58],"developed":[59],"sensors":[60],"offer":[61],"new":[62],"unobtrusive":[63],"possibilities":[64],"evaluate":[66],"condition":[68],"patient's":[71],"even":[73],"at":[74],"home":[75],"without":[76],"attaching":[77],"electrodes":[78],"patient.":[81],"In":[82],"this":[83],"study":[84],"we":[85],"applied":[86],"Daubechies":[87],"compactly":[88],"supported":[89],"wavelet":[90,141],"transform":[91,142],"extract":[93],"essential":[94],"features":[95],"BCG":[98,110],"signal":[99],"neural":[101],"networks":[102],"classify":[104,119],"BCG.":[106],"Initial":[107],"tests":[108],"with":[109,125],"from":[111],"six":[112],"subjects":[113,121],"indicate":[114],"method":[117,130],"can":[118],"three":[123],"classes":[124],"a":[126],"high":[127],"accuracy.":[128],"The":[129],"is":[131],"almost":[132],"insensitive":[133],"latency":[135],"non-linear":[137],"disturbance.":[138],"Moreover,":[139],"requires":[143],"no":[144],"prior":[145],"knowledge":[146],"statistical":[149],"distribution":[150],"data":[152],"samples":[153],"computational":[156],"complexity":[157],"training":[159],"time":[160],"reduced":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}