{"id":"https://openalex.org/W2533098996","doi":"https://doi.org/10.1109/embc.2016.7591528","title":"Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements","display_name":"Resonance based respiratory sound decomposition aiming at localization of crackles in noisy measurements","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2533098996","doi":"https://doi.org/10.1109/embc.2016.7591528","mag":"2533098996","pmid":"https://pubmed.ncbi.nlm.nih.gov/28269094"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7591528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5023369251","display_name":"Sezer Ulukaya","orcid":"https://orcid.org/0000-0003-0473-7547"},"institutions":[{"id":"https://openalex.org/I12387023","display_name":"Trakya University","ror":"https://ror.org/00xa0xn82","country_code":"TR","type":"education","lineage":["https://openalex.org/I12387023"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sezer Ulukaya","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Trakya University, Edirne, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Trakya University, Edirne, Turkey","institution_ids":["https://openalex.org/I12387023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022727512","display_name":"G\u00f6rkem Serbes","orcid":"https://orcid.org/0000-0003-4591-7368"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gorkem Serbes","raw_affiliation_strings":["Department of Biomedical Engineering, Yildiz Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Yildiz Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084093549","display_name":"Yasemin P. Kahya","orcid":"https://orcid.org/0000-0001-5137-1205"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yasemin P. Kahya","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bogazi\u00e7i University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bogazi\u00e7i University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.19525914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"3","issue":null,"first_page":"3688","last_page":"3691"},"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":0.9868000149726868,"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/T12537","display_name":"Flow Measurement and Analysis","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crackles","display_name":"Crackles","score":0.979800820350647},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6535029411315918},{"id":"https://openalex.org/keywords/respiratory-sounds","display_name":"Respiratory sounds","score":0.6003073453903198},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.591372549533844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.509430468082428},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.47996091842651367},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.4736049175262451},{"id":"https://openalex.org/keywords/wheeze","display_name":"Wheeze","score":0.46618956327438354},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4423788785934448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40801161527633667},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35034412145614624},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.21056696772575378},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16748777031898499},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.0933845043182373},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08258303999900818}],"concepts":[{"id":"https://openalex.org/C2780908675","wikidata":"https://www.wikidata.org/wiki/Q973331","display_name":"Crackles","level":3,"score":0.979800820350647},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6535029411315918},{"id":"https://openalex.org/C2777402568","wikidata":"https://www.wikidata.org/wiki/Q779038","display_name":"Respiratory sounds","level":3,"score":0.6003073453903198},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.591372549533844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.509430468082428},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.47996091842651367},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.4736049175262451},{"id":"https://openalex.org/C2778338976","wikidata":"https://www.wikidata.org/wiki/Q517104","display_name":"Wheeze","level":3,"score":0.46618956327438354},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4423788785934448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40801161527633667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35034412145614624},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21056696772575378},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16748777031898499},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.0933845043182373},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08258303999900818},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001309","descriptor_name":"Auditory Threshold","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001309","descriptor_name":"Auditory Threshold","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001309","descriptor_name":"Auditory Threshold","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013016","descriptor_name":"Sound","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013016","descriptor_name":"Sound","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013016","descriptor_name":"Sound","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2016.7591528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28269094","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28269094","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1519227462","https://openalex.org/W1593280506","https://openalex.org/W1710409501","https://openalex.org/W1973548621","https://openalex.org/W1988343552","https://openalex.org/W2036953619","https://openalex.org/W2067977148","https://openalex.org/W2073032681","https://openalex.org/W2100705753","https://openalex.org/W2103260989","https://openalex.org/W2104528845","https://openalex.org/W2112797878","https://openalex.org/W2122887733","https://openalex.org/W2126507524","https://openalex.org/W2130366276","https://openalex.org/W2136104104","https://openalex.org/W2152384461","https://openalex.org/W2152716404","https://openalex.org/W2158135394","https://openalex.org/W2168312801","https://openalex.org/W2258516749","https://openalex.org/W2411916120","https://openalex.org/W2542034988","https://openalex.org/W4237240888","https://openalex.org/W6635459479","https://openalex.org/W6715287452"],"related_works":["https://openalex.org/W1840225551","https://openalex.org/W2551986863","https://openalex.org/W2900329843","https://openalex.org/W1553206498","https://openalex.org/W2286804426","https://openalex.org/W2574357090","https://openalex.org/W2901684007","https://openalex.org/W2809969323","https://openalex.org/W3137052369","https://openalex.org/W2899267385"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"resonance":[3,81],"based":[4,82],"decomposition":[5,83],"of":[6,79],"lung":[7],"sounds":[8,17,46,58],"that":[9],"aims":[10],"to":[11,41,54,135,138],"separate":[12,42],"wheeze,":[13],"crackle":[14,87,98],"and":[15,29,44,71,95,132],"vesicular":[16,45,104],"into":[18],"three":[19],"individual":[20],"channels":[21],"while":[22],"automatically":[23],"localizing":[24],"crackles":[25,43],"for":[26,91,102],"both":[27],"synthetic":[28,72],"real":[30],"data":[31],"is":[32,119,130,133],"presented.":[33],"Previous":[34],"works":[35],"focus":[36],"on":[37],"stationary-non":[38],"stationary":[39,51],"discrimination":[40],"disregarding":[47],"wheezes":[48],"which":[49,118,125],"are":[50],"as":[52,107],"compared":[53],"crackles.":[55],"However,":[56],"wheeze":[57],"include":[59],"important":[60],"cues":[61],"about":[62],"the":[63,77,122],"underlying":[64],"pathology.":[65],"Using":[66],"two":[67],"different":[68],"threshold":[69,116],"methods":[70],"sound":[73,105],"generation":[74],"scenarios":[75],"in":[76],"presence":[78],"wheezes,":[80],"performs":[84],"89.5":[85],"%":[86,97],"localization":[88,99],"recall":[89,100],"rate":[90,101],"white":[92],"Gaussian":[93],"noise":[94,108],"98.6":[96],"healthy":[103],"treated":[106],"at":[109,124],"low":[110],"signal-to-noise":[111],"ratios.":[112],"Besides,":[113],"an":[114],"adaptive":[115],"determination":[117],"independent":[120],"from":[121],"channel":[123],"it":[126],"will":[127],"be":[128,136],"applied":[129],"used":[131],"found":[134],"robust":[137],"noise.":[139]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}