{"id":"https://openalex.org/W2765528367","doi":"https://doi.org/10.23919/eusipco.2017.8081165","title":"Automatic prediction of spirometry readings from cough and wheeze for monitoring of asthma severity","display_name":"Automatic prediction of spirometry readings from cough and wheeze for monitoring of asthma severity","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2765528367","doi":"https://doi.org/10.23919/eusipco.2017.8081165","mag":"2765528367"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2017.8081165","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2017.8081165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th European Signal Processing Conference (EUSIPCO)","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/A5005399154","display_name":"M V Achuth Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M V Achuth Rao","raw_affiliation_strings":["Indian Institute of Science, Bangalore, Karnataka, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, Karnataka, IN","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008372303","display_name":"N K Kausthubha","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N K Kausthubha","raw_affiliation_strings":["Indian Institute of Science, Bangalore, Karnataka, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, Karnataka, IN","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063738871","display_name":"Shivani Yadav","orcid":"https://orcid.org/0000-0001-8844-9029"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivani Yadav","raw_affiliation_strings":["Biosystem Science and Engineering, Indian Institute of Science (IISc), Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biosystem Science and Engineering, Indian Institute of Science (IISc), Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047316227","display_name":"Dipanjan Gope","orcid":"https://orcid.org/0000-0002-8217-7832"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dipanjan Gope","raw_affiliation_strings":["Electrical Communication Engineering, Indian Institute of Science (IISc), Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Communication Engineering, Indian Institute of Science (IISc), Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082507223","display_name":"Uma Maheswari Krishnaswamy","orcid":"https://orcid.org/0000-0002-5144-4731"},"institutions":[{"id":"https://openalex.org/I4210129261","display_name":"St. John's National Academy of Health Sciences","ror":"https://ror.org/03qvjzj64","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210129261"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Uma Maheswari Krishnaswamy","raw_affiliation_strings":["Pulmonary Medicine, St. Johns National Academy of Health Sciences, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pulmonary Medicine, St. Johns National Academy of Health Sciences, Bangalore, India","institution_ids":["https://openalex.org/I4210129261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101685661","display_name":"Prasanta Kumar Ghosh","orcid":"https://orcid.org/0000-0002-1137-0838"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prasanta Kumar Ghosh","raw_affiliation_strings":["Electrical Engineering, Indian Institute of Science (IISc), Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Indian Institute of Science (IISc), Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","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/T12419","display_name":"Phonocardiography and Auscultation Techniques","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/T12418","display_name":"Respiratory and Cough-Related Research","score":0.9968000054359436,"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":0.9965000152587891,"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/spirometry","display_name":"Spirometry","score":0.9569518566131592},{"id":"https://openalex.org/keywords/wheeze","display_name":"Wheeze","score":0.9202984571456909},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.750940203666687},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7341327667236328},{"id":"https://openalex.org/keywords/vital-capacity","display_name":"Vital capacity","score":0.6324980854988098},{"id":"https://openalex.org/keywords/pulmonary-function-testing","display_name":"Pulmonary function testing","score":0.4403221309185028},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.361858993768692},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.28950411081314087},{"id":"https://openalex.org/keywords/lung-function","display_name":"Lung function","score":0.19415029883384705},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.12358462810516357}],"concepts":[{"id":"https://openalex.org/C2780333948","wikidata":"https://www.wikidata.org/wiki/Q653305","display_name":"Spirometry","level":3,"score":0.9569518566131592},{"id":"https://openalex.org/C2778338976","wikidata":"https://www.wikidata.org/wiki/Q517104","display_name":"Wheeze","level":3,"score":0.9202984571456909},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.750940203666687},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7341327667236328},{"id":"https://openalex.org/C55520419","wikidata":"https://www.wikidata.org/wiki/Q660995","display_name":"Vital capacity","level":5,"score":0.6324980854988098},{"id":"https://openalex.org/C75603125","wikidata":"https://www.wikidata.org/wiki/Q1877462","display_name":"Pulmonary function testing","level":2,"score":0.4403221309185028},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.361858993768692},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.28950411081314087},{"id":"https://openalex.org/C3018587741","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung function","level":3,"score":0.19415029883384705},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.12358462810516357},{"id":"https://openalex.org/C165637977","wikidata":"https://www.wikidata.org/wiki/Q11067835","display_name":"Diffusing capacity","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco.2017.8081165","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2017.8081165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1536381723","https://openalex.org/W1794581424","https://openalex.org/W1964357740","https://openalex.org/W2011115335","https://openalex.org/W2014784674","https://openalex.org/W2020722855","https://openalex.org/W2032961132","https://openalex.org/W2057492919","https://openalex.org/W2062200719","https://openalex.org/W2095366724","https://openalex.org/W2109965824","https://openalex.org/W2110870650","https://openalex.org/W2116341189","https://openalex.org/W2119680979","https://openalex.org/W2129213327","https://openalex.org/W2148154194","https://openalex.org/W2150636576","https://openalex.org/W2152536757","https://openalex.org/W2153635508","https://openalex.org/W2156723922","https://openalex.org/W2159023426","https://openalex.org/W2278098068","https://openalex.org/W2401730686","https://openalex.org/W2585717783","https://openalex.org/W3120421331","https://openalex.org/W3146859691","https://openalex.org/W4211093990","https://openalex.org/W4290142630","https://openalex.org/W6632105327","https://openalex.org/W6682375778","https://openalex.org/W6712622384"],"related_works":["https://openalex.org/W2134590841","https://openalex.org/W2324206433","https://openalex.org/W2472272915","https://openalex.org/W2136537216","https://openalex.org/W2467969944","https://openalex.org/W4211022032","https://openalex.org/W2551447043","https://openalex.org/W2058728078","https://openalex.org/W2125340499","https://openalex.org/W39827707"],"abstract_inverted_index":{"We":[0,90,114,129,163],"consider":[1],"the":[2,45,63,86,97,106,132,142],"task":[3],"of":[4,68,88,137,157,180],"automatically":[5],"predicting":[6],"spirometry":[7,46,70,107,138],"readings":[8,71,108,139],"from":[9,72,99,122],"cough":[10,73,100,118],"and":[11,35,55,74,101,119,126,147,160,176],"wheeze":[12,75,102,120,143],"audio":[13],"signals":[14],"for":[15],"asthma":[16,64,83,169],"severity":[17,84,170],"monitoring.":[18],"Spirometry":[19],"is":[20],"a":[21,41,50,166],"pulmonary":[22],"function":[23],"test":[24],"used":[25,60],"to":[26,61,79,104,141],"measure":[27],"forced":[28,36],"expiratory":[29],"volume":[30],"in":[31,44,85],"one":[32],"second":[33],"(FEV1)":[34],"vital":[37],"capacity":[38],"(FVC)":[39],"when":[40],"subject":[42],"exhales":[43],"sensor":[47],"after":[48],"taking":[49],"deep":[51],"breath.":[52],"FEV1%,":[53,145],"FVC%":[54,146],"their":[56,82,148],"ratio":[57,149],"are":[58,134,150],"typically":[59],"determine":[62],"severity.":[65],"Accurate":[66],"prediction":[67],"these":[69],"could":[76],"help":[77],"patients":[78],"non-invasively":[80],"monitor":[81],"absence":[87],"spirometry.":[89],"use":[91],"statistical":[92],"spectrum":[93],"description":[94],"(SSD)":[95],"as":[96],"cue":[98],"signal":[103],"predict":[105],"using":[109],"support":[110],"vector":[111],"regression":[112],"(SVR).":[113],"perform":[115,165],"experiments":[116],"with":[117,152,173],"recordings":[121],"16":[123],"healthy":[124],"persons":[125],"12":[127],"patients.":[128],"find":[130],"that":[131],"coughs":[133],"better":[135],"predictor":[136],"compared":[140],"signal.":[144],"predicted":[151,174],"root":[153],"mean":[154],"squared":[155],"error":[156],"11.06%,":[158],"10.3%":[159],"0.08":[161],"respectively.":[162],"also":[164],"three":[167],"class":[168],"level":[171],"classification":[172],"FEV1%":[175],"obtain":[177],"an":[178],"accuracy":[179],"77.77%.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
