{"id":"https://openalex.org/W2776807290","doi":"https://doi.org/10.1109/ghtc.2017.8239338","title":"Use of cough sounds for diagnosis and screening of pulmonary disease","display_name":"Use of cough sounds for diagnosis and screening of pulmonary disease","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2776807290","doi":"https://doi.org/10.1109/ghtc.2017.8239338","mag":"2776807290"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc.2017.8239338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2017.8239338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"article","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/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":"C. 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":"D. 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/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":"R. 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085011490","display_name":"Yogesh Thorat","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Y. Thorat","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/A5015626466","display_name":"Rahul Kodgule","orcid":"https://orcid.org/0000-0003-1701-2115"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Kodgule","raw_affiliation_strings":["Chest Research Foundation, Pune, India"],"affiliations":[{"raw_affiliation_string":"Chest Research Foundation, Pune, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036892949"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.6217,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.84908381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12418","display_name":"Respiratory and Cough-Related Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/medicine","display_name":"Medicine","score":0.8626099824905396},{"id":"https://openalex.org/keywords/pulmonary-function-testing","display_name":"Pulmonary function testing","score":0.6303601264953613},{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.6229634284973145},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.5782970190048218},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.5352673530578613},{"id":"https://openalex.org/keywords/stethoscope","display_name":"Stethoscope","score":0.5051036477088928},{"id":"https://openalex.org/keywords/plethysmograph","display_name":"Plethysmograph","score":0.4190850555896759},{"id":"https://openalex.org/keywords/spirometer","display_name":"Spirometer","score":0.41059979796409607},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.33785396814346313},{"id":"https://openalex.org/keywords/spirometry","display_name":"Spirometry","score":0.32772231101989746},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12548306584358215},{"id":"https://openalex.org/keywords/exhaled-nitric-oxide","display_name":"Exhaled nitric oxide","score":0.10337021946907043}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8626099824905396},{"id":"https://openalex.org/C75603125","wikidata":"https://www.wikidata.org/wiki/Q1877462","display_name":"Pulmonary function testing","level":2,"score":0.6303601264953613},{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.6229634284973145},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.5782970190048218},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.5352673530578613},{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.5051036477088928},{"id":"https://openalex.org/C73362275","wikidata":"https://www.wikidata.org/wiki/Q181277","display_name":"Plethysmograph","level":2,"score":0.4190850555896759},{"id":"https://openalex.org/C2776727875","wikidata":"https://www.wikidata.org/wiki/Q1344868","display_name":"Spirometer","level":5,"score":0.41059979796409607},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.33785396814346313},{"id":"https://openalex.org/C2780333948","wikidata":"https://www.wikidata.org/wiki/Q653305","display_name":"Spirometry","level":3,"score":0.32772231101989746},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12548306584358215},{"id":"https://openalex.org/C2781142857","wikidata":"https://www.wikidata.org/wiki/Q5420174","display_name":"Exhaled nitric oxide","level":4,"score":0.10337021946907043}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc.2017.8239338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2017.8239338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"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/W829541538","https://openalex.org/W1924943994","https://openalex.org/W1986669541","https://openalex.org/W2031459477","https://openalex.org/W2087196444","https://openalex.org/W2137239899","https://openalex.org/W2158400027","https://openalex.org/W2162059064","https://openalex.org/W2322711220","https://openalex.org/W2512160354","https://openalex.org/W2533304691","https://openalex.org/W2756108401","https://openalex.org/W6646964806","https://openalex.org/W6672113220"],"related_works":["https://openalex.org/W2596349967","https://openalex.org/W4294762469","https://openalex.org/W4380301583","https://openalex.org/W2077460349","https://openalex.org/W4312229671","https://openalex.org/W2031186051","https://openalex.org/W2906221010","https://openalex.org/W4372271870","https://openalex.org/W1964116167","https://openalex.org/W1980130537"],"abstract_inverted_index":{"Cough":[0],"sound":[1,29,61,114,237,255],"analysis":[2,30,115,238],"has":[3],"attracted":[4],"interest":[5],"as":[6,100,102,148,150,283],"a":[7,56,71,80,128,145,160,172,284,298],"potential":[8],"low-cost":[9,241],"diagnostic":[10,242,294],"tool":[11],"for":[12,59,214,219,225],"low-resource":[13],"settings,":[14],"where":[15],"the":[16,46,183,193,201,206,209,232],"burden":[17],"of":[18,40,83,110,130,208,234,292],"pulmonary":[19,36,84,131,146,174],"disease":[20],"is":[21],"quite":[22],"high.":[23],"However,":[24],"published":[25],"results":[26],"on":[27],"cough":[28,42,60,66,113,121,198,236,247,279],"are":[31,49,291],"generally":[32],"limited":[33],"to":[34,79,187,264,297],"specific":[35],"diseases":[37],"(e.g.":[38],"detection":[39],"Whooping":[41],"-":[43],"Pertussis)":[44],"and":[45,70,96,135,165,169,223,244,286],"study":[47,155],"sizes":[48],"small.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,107,276],"present":[55],"general":[57,72],"framework":[58,116],"analysis,":[62,88],"which":[63,181],"includes":[64],"automatic":[65],"segmentation,":[67],"feature":[68,105],"extraction":[69],"classification":[73],"design":[74],"that":[75,106,246,278],"can":[76],"be":[77],"applied":[78],"wide":[81],"range":[82],"diseases.":[85],"For":[86],"our":[87,235,265],"three":[89],"evidence-based":[90],"features":[91],"were":[92,157,170,195],"selected":[93],"(variance,":[94],"kurtosis,":[95],"zero":[97],"crossing":[98],"irregularity)":[99],"well":[101,149],"an":[103],"additional":[104],"developed":[108],"(rate":[109],"decay).":[111],"Our":[112],"was":[117,182,212],"tested":[118],"using":[119,197],"voluntary":[120],"data":[122],"collected":[123],"from":[124,140],"54":[125],"patients":[126,142],"presenting":[127],"combination":[129],"conditions":[132],"(COPD,":[133],"asthma,":[134],"allergic":[136],"rhinitis)":[137],"equally":[138],"sampled":[139],"all":[141],"arriving":[143],"at":[144],"clinic,":[147],"33":[151],"healthy":[152],"individuals.":[153],"All":[154],"subjects":[156],"examined":[158],"with":[159],"stethoscope":[161],"auscultation,":[162],"clinical":[163,266,299],"questionnaire,":[164],"peak":[166,269,302],"flow":[167,270,303],"meter,":[168],"given":[171],"full":[173],"function":[175],"test":[176],"(spirometer,":[177],"body":[178],"plethysmograph,":[179],"DLCO),":[180],"gold":[184],"standard":[185],"used":[186],"determine":[188],"each":[189],"patient's":[190],"diagnosis.":[191],"When":[192],"classifiers":[194],"trained":[196],"sounds":[199,248,280],"alone,":[200,257],"accuracy":[202],"(as":[203],"determined":[204],"by":[205],"AUC":[207],"ROC":[210],"curve)":[211],"74%":[213],"Healthy":[215],"vs":[216,221,227],"Unhealthy,":[217],"80%":[218],"Obstructive":[220],"non-Obstructive,":[222],"81%":[224],"Asthma":[226],"COPD.":[228],"We":[229],"also":[230],"compared":[231,263,296],"performance":[233,252,262],"against":[239],"other":[240],"tools":[243],"observed":[245],"surprisingly":[249],"had":[250,259],"better":[251],"than":[253],"lung":[254],"auscultation":[256],"but":[258,290],"significantly":[260],"lower":[261],"questionnaire":[267,300],"or":[268,301],"meter":[271],"test.":[272],"From":[273],"these":[274],"data,":[275],"conclude":[277],"have":[281],"value":[282,295],"rapid":[285],"simple":[287],"screening":[288],"tool,":[289],"less":[293],"meter.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}