{"id":"https://openalex.org/W1988085471","doi":"https://doi.org/10.1109/embc.2012.6346632","title":"Automated algorithm for Wet/Dry cough sounds classification","display_name":"Automated algorithm for Wet/Dry cough sounds classification","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1988085471","doi":"https://doi.org/10.1109/embc.2012.6346632","mag":"1988085471","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366593"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","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/A5072081429","display_name":"Vinayak Swarnkar","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"V. Swarnkar","raw_affiliation_strings":["School of ITEE, The University of Queensland, 4072, Australia. udantha@itee.uq.edu.au","School of ITEE, The University of Queensland, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, 4072, Australia. udantha@itee.uq.edu.au","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of ITEE, The University of Queensland, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075085665","display_name":"Udantha R. Abeyratne","orcid":"https://orcid.org/0000-0003-0137-7996"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"U. R. Abeyratne","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia","School of ITEE, The University of Queensland, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of ITEE, The University of Queensland, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043881324","display_name":"Yusuf Aziz Amrulloh","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Y. A. Amrulloh","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia","School of ITEE, The University of Queensland, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of ITEE, The University of Queensland, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040334922","display_name":"Anne B. Chang","orcid":"https://orcid.org/0000-0002-1331-3706"},"institutions":[{"id":"https://openalex.org/I1321649718","display_name":"Royal Children's Hospital","ror":"https://ror.org/02rktxt32","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1321649718"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Chang","raw_affiliation_strings":["Royal Children's Hospital Brisbane, Australia","Royal Children's Hospital, Brisbane, Austr\u00e1lia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Royal Children's Hospital Brisbane, Australia","institution_ids":["https://openalex.org/I1321649718"]},{"raw_affiliation_string":"Royal Children's Hospital, Brisbane, Austr\u00e1lia","institution_ids":["https://openalex.org/I1321649718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.08370765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2012","issue":null,"first_page":"3147","last_page":"3150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12418","display_name":"Respiratory and Cough-Related Research","score":1.0,"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/T12418","display_name":"Respiratory and Cough-Related Research","score":1.0,"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/T13289","display_name":"Infant Health and Development","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13770","display_name":"Pediatric health and respiratory diseases","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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/dry-cough","display_name":"Dry cough","score":0.7747814655303955},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5613312721252441},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5015137195587158},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4801051914691925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2752722203731537},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13121384382247925}],"concepts":[{"id":"https://openalex.org/C3017571381","wikidata":"https://www.wikidata.org/wiki/Q35805","display_name":"Dry cough","level":2,"score":0.7747814655303955},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5613312721252441},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5015137195587158},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4801051914691925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2752722203731537},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13121384382247925}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2012.6346632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366593","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366593","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},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:284806","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6000000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1496717739","https://openalex.org/W1766888123","https://openalex.org/W1975347914","https://openalex.org/W1986669541","https://openalex.org/W2027631636","https://openalex.org/W2041244551","https://openalex.org/W2050613873","https://openalex.org/W2052384514","https://openalex.org/W2088140593","https://openalex.org/W2123879611","https://openalex.org/W2146988908","https://openalex.org/W2150583952","https://openalex.org/W2165291623"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Cough":[0],"is":[1,11,40,66,81],"the":[2,16,20,47,63,69,90,125,135,159,170,173],"most":[3],"common":[4],"symptom":[5],"of":[6,15,35,72,92,127,134,143,158,172],"several":[7],"respiratory":[8,21],"diseases.":[9],"It":[10,80],"a":[12,73,76,120,140,150,176],"defense":[13],"mechanism":[14],"body":[17],"to":[18,55,107],"clear":[19],"tract":[22],"from":[23],"foreign":[24],"materials":[25],"inhaled":[26],"accidentally":[27],"or":[28,88],"produced":[29],"internally":[30],"by":[31],"infections.":[32,60],"The":[33,132,154],"identification":[34],"wet":[36],"and":[37,102,112,119,145,156,165],"dry":[38],"cough":[39,109,181],"an":[41],"important":[42],"clinical":[43,141,178],"finding,":[44],"aiding":[45],"in":[46,89],"differential":[48],"diagnosis.":[49],"Wet":[50],"coughs":[51,128,147],"are":[52],"more":[53],"likely":[54],"be":[56],"associated":[57],"with":[58],"bacterial":[59],"At":[61],"present,":[62],"wet/dry":[64,130],"decision":[65],"based":[67],"on":[68,139],"subjective":[70],"judgment":[71],"physician,":[74],"during":[75],"typical":[77],"consultation":[78],"session.":[79],"not":[82],"available":[83],"for":[84,124,180],"long":[85],"term":[86],"monitoring":[87],"assessment":[91],"treatment":[93],"efficacy.":[94],"In":[95],"this":[96],"paper":[97],"we":[98],"address":[99],"these":[100],"issues":[101],"develop":[103],"fully":[104],"automated":[105],"technology":[106],"classify":[108],"into":[110,129],"'Wet'":[111],"'Dry'":[113],"categories.":[114],"We":[115],"propose":[116],"novel":[117],"features":[118],"Logistic":[121],"regression-based":[122],"model":[123],"classification":[126,160],"classes.":[131],"performance":[133],"method":[136,174],"was":[137],"evaluated":[138],"database":[142],"pediatric":[144],"adult":[146],"recorded":[148],"using":[149],"bed-side":[151],"non-contact":[152],"microphone.":[153],"sensitivity":[155],"specificity":[157],"were":[161],"obtained":[162],"as":[163,175],"79\u00b19%":[164],"72.7\u00b18.7%":[166],"respectively.":[167],"These":[168],"indicate":[169],"potential":[171],"useful":[177],"tool":[179],"monitoring,":[182],"especially":[183],"at":[184],"home":[185],"settings.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}