{"id":"https://openalex.org/W2756108401","doi":"https://doi.org/10.1109/embc.2017.8037098","title":"Classification of voluntary coughs applied to the screening of respiratory disease","display_name":"Classification of voluntary coughs applied to the screening of respiratory disease","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2756108401","doi":"https://doi.org/10.1109/embc.2017.8037098","mag":"2756108401","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060142"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037098","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/A5036892949","display_name":"Christian Infante","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christian Infante","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062524755","display_name":"Daniel Chamberlain","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel B. Chamberlain","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015626466","display_name":"Rahul Kodgule","orcid":"https://orcid.org/0000-0003-1701-2115"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rahul Kodgule","raw_affiliation_strings":["Chest Research Foundation, Pune, India"],"affiliations":[{"raw_affiliation_string":"Chest Research Foundation, Pune, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065184377","display_name":"R. Fletcher","orcid":"https://orcid.org/0000-0001-8470-8417"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Ribon Fletcher","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036892949"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.8198,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.75971922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1413","last_page":"1416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12418","display_name":"Respiratory and Cough-Related Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9994999766349792,"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":0.9975000023841858,"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/medicine","display_name":"Medicine","score":0.8972049355506897},{"id":"https://openalex.org/keywords/spirometer","display_name":"Spirometer","score":0.7556544542312622},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.6972440481185913},{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.6132478713989258},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.5999100208282471},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.537956714630127},{"id":"https://openalex.org/keywords/pulmonary-function-testing","display_name":"Pulmonary function testing","score":0.5288209319114685},{"id":"https://openalex.org/keywords/stethoscope","display_name":"Stethoscope","score":0.4991464614868164},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4225155711174011},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.38263627886772156},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3763614296913147},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3721693158149719},{"id":"https://openalex.org/keywords/spirometry","display_name":"Spirometry","score":0.3170507550239563},{"id":"https://openalex.org/keywords/exhaled-nitric-oxide","display_name":"Exhaled nitric oxide","score":0.1284143030643463}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8972049355506897},{"id":"https://openalex.org/C2776727875","wikidata":"https://www.wikidata.org/wiki/Q1344868","display_name":"Spirometer","level":5,"score":0.7556544542312622},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.6972440481185913},{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.6132478713989258},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.5999100208282471},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.537956714630127},{"id":"https://openalex.org/C75603125","wikidata":"https://www.wikidata.org/wiki/Q1877462","display_name":"Pulmonary function testing","level":2,"score":0.5288209319114685},{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.4991464614868164},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4225155711174011},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.38263627886772156},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3763614296913147},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3721693158149719},{"id":"https://openalex.org/C2780333948","wikidata":"https://www.wikidata.org/wiki/Q653305","display_name":"Spirometry","level":3,"score":0.3170507550239563},{"id":"https://openalex.org/C2781142857","wikidata":"https://www.wikidata.org/wiki/Q5420174","display_name":"Exhaled nitric oxide","level":4,"score":0.1284143030643463},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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}],"mesh":[{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003371","descriptor_name":"Cough","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012140","descriptor_name":"Respiratory Tract Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012140","descriptor_name":"Respiratory Tract Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012140","descriptor_name":"Respiratory Tract Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013147","descriptor_name":"Spirometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013147","descriptor_name":"Spirometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013147","descriptor_name":"Spirometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037098","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:29060142","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060142","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1924943994","https://openalex.org/W1988085471","https://openalex.org/W2050613873","https://openalex.org/W2162059064","https://openalex.org/W2187643710","https://openalex.org/W2336049564","https://openalex.org/W2494698885","https://openalex.org/W2533304691","https://openalex.org/W2537763288"],"related_works":["https://openalex.org/W2596349967","https://openalex.org/W4294762469","https://openalex.org/W4380301583","https://openalex.org/W2077460349","https://openalex.org/W2952454465","https://openalex.org/W4312229671","https://openalex.org/W2031186051","https://openalex.org/W4372271870","https://openalex.org/W4323045675","https://openalex.org/W4291700632"],"abstract_inverted_index":{"Pulmonary":[0],"and":[1,21,81,84,89,113,167,207],"respiratory":[2],"diseases":[3],"(e.g.":[4],"asthma,":[5,72],"COPD,":[6,69],"allergies,":[7],"pneumonia,":[8],"tuberculosis,":[9],"etc.)":[10],"represent":[11],"a":[12,49,57,110,126,204],"large":[13],"proportion":[14],"of":[15,26,36,65,137,150,155,165,191,198],"the":[16,34,189,196],"global":[17],"disease":[18,222],"burden,":[19],"mortality,":[20],"disability.":[22],"In":[23],"this":[24],"context":[25],"creating":[27],"automated":[28],"diagnostic":[29,200],"tools,":[30],"we":[31,140],"explore":[32],"how":[33],"analysis":[35,136],"voluntary":[37,52,170,212],"cough":[38,151,192],"sounds":[39,152,193],"may":[40],"be":[41],"used":[42],"to":[43,146],"screen":[44],"for":[45,178],"pulmonary":[46,116],"disease.":[47],"As":[48],"clinical":[50,111],"study,":[51],"coughs":[53,171,213],"were":[54,93],"recorded":[55],"using":[56],"custom":[58],"mobile":[59],"phone":[60],"stethoscope":[61],"from":[62,96],"54":[63],"patients,":[64],"which":[66,123],"7":[67],"had":[68,71,74,78,86],"15":[70],"11":[73,107],"allergic":[75,82,90],"rhinitis,":[76,83],"17":[77],"both":[79,87],"asthma":[80],"four":[85],"COPD":[88],"rhinitis.":[91],"Data":[92],"also":[94,102,186],"collected":[95],"33":[97],"healthy":[98],"subjects.":[99],"These":[100],"patients":[101],"received":[103],"full":[104,115],"auscultation":[105],"at":[106],"sites,":[108],"given":[109],"questionnaire,":[112],"underwent":[114],"function":[117],"testing":[118],"(spirometer,":[119],"body":[120],"plethysmograph,":[121],"DLCO)":[122],"culminated":[124],"in":[125,153,219],"diagnosis":[127],"provided":[128],"by":[129],"an":[130,160,175],"experienced":[131],"pulmonologist.":[132],"From":[133],"machine":[134],"learning":[135],"these":[138],"data,":[139],"show":[141,168,187],"that":[142,169,188],"it":[143],"is":[144],"possible":[145],"achieve":[147],"good":[148],"classification":[149],"terms":[154],"Wet":[156],"vs":[157,181],"Dry,":[158],"yielding":[159],"ROC":[161],"curve":[162],"with":[163],"AUC":[164],"0.94,":[166],"can":[172,194],"serve":[173],"as":[174,203],"effective":[176],"test":[177],"determining":[179,220],"Healthy":[180],"Unhealthy":[182],"(sensitivity=35.7%":[183],"specificity=100%).":[184],"We":[185],"use":[190],"enhance":[195],"performance":[197],"other":[199],"tools":[201],"such":[202],"patient":[205],"questionnaire":[206],"peak":[208],"flow":[209],"meter;":[210],"however":[211],"alone":[214],"provide":[215],"relatively":[216],"little":[217],"value":[218],"specific":[221],"diagnosis.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
