{"id":"https://openalex.org/W2317143343","doi":"https://doi.org/10.1109/siu.2015.7130257","title":"A novel method for determination of wheeze type","display_name":"A novel method for determination of wheeze type","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2317143343","doi":"https://doi.org/10.1109/siu.2015.7130257","mag":"2317143343"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7130257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7130257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","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/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"]},{"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":"Sezer Ulukaya","raw_affiliation_strings":["Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi","Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trakya \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trakya \u00dcniversitesi","institution_ids":["https://openalex.org/I12387023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091345959","display_name":"\u0130pek \u015een","orcid":"https://orcid.org/0000-0001-8471-4083"},"institutions":[{"id":"https://openalex.org/I28174512","display_name":"Elekta (Switzerland)","ror":"https://ror.org/00212dq27","country_code":"CH","type":"company","lineage":["https://openalex.org/I28174512","https://openalex.org/I4210123750"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ipek Sen","raw_affiliation_strings":["Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Electrosalus A.\u015e"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Electrosalus A.\u015e","institution_ids":["https://openalex.org/I28174512"]}]},{"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":["Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.157,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77617105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"2001","last_page":"2004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12537","display_name":"Flow Measurement and Analysis","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12537","display_name":"Flow Measurement and Analysis","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9891999959945679,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wheeze","display_name":"Wheeze","score":0.940338134765625},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.6163670420646667},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.6139377355575562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449922680854797},{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.5356134176254272},{"id":"https://openalex.org/keywords/polyphony","display_name":"Polyphony","score":0.5310816168785095},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5053966045379639},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.47386646270751953},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4650702476501465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4383399784564972},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40986168384552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4034663438796997},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17658230662345886},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13997891545295715},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12795749306678772}],"concepts":[{"id":"https://openalex.org/C2778338976","wikidata":"https://www.wikidata.org/wiki/Q517104","display_name":"Wheeze","level":3,"score":0.940338134765625},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.6163670420646667},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.6139377355575562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449922680854797},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.5356134176254272},{"id":"https://openalex.org/C128979739","wikidata":"https://www.wikidata.org/wiki/Q179465","display_name":"Polyphony","level":2,"score":0.5310816168785095},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5053966045379639},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.47386646270751953},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4650702476501465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4383399784564972},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40986168384552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4034663438796997},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17658230662345886},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13997891545295715},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12795749306678772},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2015.7130257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7130257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W27932798","https://openalex.org/W178628438","https://openalex.org/W210359992","https://openalex.org/W1524183799","https://openalex.org/W1970602203","https://openalex.org/W2028709512","https://openalex.org/W2032961132","https://openalex.org/W2103260989","https://openalex.org/W2106987119","https://openalex.org/W2113638573","https://openalex.org/W2124954038","https://openalex.org/W2125812642","https://openalex.org/W2327109843","https://openalex.org/W6631611901"],"related_works":["https://openalex.org/W2134590841","https://openalex.org/W2472272915","https://openalex.org/W2551447043","https://openalex.org/W2467969944","https://openalex.org/W4211022032","https://openalex.org/W2044433330","https://openalex.org/W2125340499","https://openalex.org/W2058728078","https://openalex.org/W39827707","https://openalex.org/W3094688883"],"abstract_inverted_index":{"Among":[0],"respiratory":[1],"disorders,":[2],"obstructive":[3,10],"diseases":[4],"such":[5],"as":[6],"asthma":[7],"and":[8,39,82,100,105,171],"chronic":[9],"pulmonary":[11],"disease":[12],"(COPD)":[13],"constitute":[14],"an":[15],"important":[16],"group.":[17],"To":[18],"our":[19],"knowledge,":[20],"there":[21,110],"does":[22,111],"not":[23,112],"exist":[24,113],"a":[25,69,86,114,156],"study":[26],"in":[27,61,116,163],"the":[28,32,35,40,45,62,90,95,117,128,131,140,146,150],"literature":[29,118],"that":[30,119],"quantifies":[31],"relationship":[33],"between":[34,80,169],"type":[36,41,53],"of":[37,44,98,130],"wheeze":[38,52],"or":[42],"severity":[43],"disease.":[46],"This":[47],"study,":[48,66],"aims":[49],"at":[50],"classifying":[51],"rather":[54],"than":[55],"classical":[56],"normal-wheeze":[57],"sound":[58],"classification":[59],"studies":[60,135,162],"literature.":[63],"In":[64],"this":[65,125],"we":[67,148],"propose":[68],"method":[70,115,151,159],"based":[71],"on":[72,166],"Multiple":[73],"Signal":[74],"Classification":[75],"(MUSIC)":[76],"algorithm":[77,93],"to":[78],"differentiate":[79],"monophonic":[81,99],"polyphonic":[83,101],"wheezes,":[84],"without":[85],"need":[87],"for":[88,124,160],"pre-training":[89],"algorithm.":[91],"The":[92],"determines":[94],"true":[96],"labels":[97],"wheezes":[102,170],"with":[103],"100%":[104],"78%":[106],"accuracy,":[107],"respectively.":[108],"Since":[109,139],"has":[120],"been":[121,137],"proposed":[122,141,152],"specifically":[123],"problem,":[126],"only":[127],"results":[129],"most":[132],"relevant":[133],"few":[134],"have":[136],"presented.":[138],"system":[142],"can":[143],"directly":[144],"estimate":[145],"frequency,":[147],"consider":[149],"here":[153],"would":[154],"be":[155],"useful":[157],"quantification":[158],"further":[161],"medical":[164],"literature,":[165],"finding":[167],"correlations":[168],"disorders.":[172]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}