{"id":"https://openalex.org/W2756233264","doi":"https://doi.org/10.1109/embc.2017.8037476","title":"Respiratory sounds classification using statistical biomarker","display_name":"Respiratory sounds classification using statistical biomarker","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2756233264","doi":"https://doi.org/10.1109/embc.2017.8037476","mag":"2756233264","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060517"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5023484309","display_name":"Ashok Mondal","orcid":"https://orcid.org/0000-0002-8410-9198"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashok Mondal","raw_affiliation_strings":["Department of E & C Engineering, National Institute of Technology, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Department of E & C Engineering, National Institute of Technology, Karnataka, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102768572","display_name":"Hong Tang","orcid":"https://orcid.org/0000-0002-7438-054X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Tang","raw_affiliation_strings":["Department of Biomedical Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023484309"],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":0.1996,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59128961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"20","issue":null,"first_page":"2952","last_page":"2955"},"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/T12537","display_name":"Flow Measurement and Analysis","score":0.9613999724388123,"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/T11309","display_name":"Music and Audio Processing","score":0.9595000147819519,"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/kurtosis","display_name":"Kurtosis","score":0.912172794342041},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.786290168762207},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.6306107044219971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6304283142089844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5720194578170776},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.559213399887085},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5540763139724731},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5397772192955017},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5130363702774048},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4575871229171753},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44258052110671997},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40222036838531494},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23046466708183289},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13869914412498474}],"concepts":[{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.912172794342041},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.786290168762207},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.6306107044219971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6304283142089844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5720194578170776},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.559213399887085},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5540763139724731},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5397772192955017},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5130363702774048},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4575871229171753},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44258052110671997},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40222036838531494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23046466708183289},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13869914412498474}],"mesh":[{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","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":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060517","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060517","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W55501266","https://openalex.org/W1980128308","https://openalex.org/W2016016168","https://openalex.org/W2020135702","https://openalex.org/W2029010243","https://openalex.org/W2047469300","https://openalex.org/W2065542906","https://openalex.org/W2076866543","https://openalex.org/W2085135290","https://openalex.org/W2094152707","https://openalex.org/W2128234991","https://openalex.org/W2150148526","https://openalex.org/W2547512825","https://openalex.org/W6654398019"],"related_works":["https://openalex.org/W4225568567","https://openalex.org/W4286378979","https://openalex.org/W1496883226","https://openalex.org/W4297337052","https://openalex.org/W2028605949","https://openalex.org/W2282665605","https://openalex.org/W3216026256","https://openalex.org/W3129919015","https://openalex.org/W4390742338","https://openalex.org/W2037499216"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"have":[4],"proposed":[5,108],"a":[6,33,111],"new":[7],"feature":[8],"extraction":[9],"technique":[10],"based":[11],"on":[12],"statistical":[13],"morphology":[14],"of":[15,35,75,78,87,116],"lung":[16],"sound":[17],"signal":[18],"(LS).":[19],"This":[20],"work":[21],"attempts":[22],"to":[23,69],"(i)":[24],"generate":[25],"certain":[26],"intrinsic":[27],"mode":[28],"functions":[29],"(IMFs),":[30],"(ii)":[31],"select":[32],"set":[34],"informative":[36],"IMFs":[37,46],"and":[38,47,63,65,83,99,120],"(iii)":[39],"extract":[40],"relevant":[41],"features":[42,89],"from":[43],"the":[44,55,70,101],"selected":[45],"residue.":[48],"Feature":[49],"vector":[50],"is":[51,90],"formed":[52],"by":[53],"using":[54],"higher":[56],"order":[57],"moments:":[58],"mean,":[59],"standard":[60],"deviation,":[61],"skewness":[62],"kurtosis":[64],"employed":[66],"as":[67],"input":[68],"classifier":[71,98],"models":[72],"for":[73],"classification":[74,117],"three":[76,104],"types":[77],"LS":[79],"signals:":[80],"crackle,":[81],"wheeze":[82],"normal.":[84],"The":[85,107],"efficiency":[86],"these":[88],"examined":[91],"with":[92,103],"an":[93],"artificial":[94],"neural":[95],"network":[96],"(ANN)":[97],"compared":[100],"results":[102],"baseline":[105],"methods.":[106],"method":[109],"gives":[110],"superior":[112],"performance":[113],"in":[114],"term":[115],"accuracy,":[118],"sensitivity":[119],"specificity.":[121]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}