{"id":"https://openalex.org/W4400315137","doi":"https://doi.org/10.1109/isivc61350.2024.10577891","title":"On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals","display_name":"On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4400315137","doi":"https://doi.org/10.1109/isivc61350.2024.10577891"},"language":"en","primary_location":{"id":"doi:10.1109/isivc61350.2024.10577891","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isivc61350.2024.10577891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)","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/A5084116140","display_name":"Sofia Ben Jebara","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Sofia Ben Jebara","raw_affiliation_strings":["University of carthage,Higher School of Communication of Tunis, COSIM laboratory,Tunis,TUNISIA"],"affiliations":[{"raw_affiliation_string":"University of carthage,Higher School of Communication of Tunis, COSIM laboratory,Tunis,TUNISIA","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013490424","display_name":"Youssef Ouakrim","orcid":"https://orcid.org/0000-0002-4117-052X"},"institutions":[{"id":"https://openalex.org/I4391768098","display_name":"Laboratoire d'innovation ouverte en technologies de la sant\u00e9","ror":"https://ror.org/03s3xs393","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391768098","https://openalex.org/I49663120","https://openalex.org/I9736820"]},{"id":"https://openalex.org/I4210086852","display_name":"Endocrinology Research Center","ror":"https://ror.org/003pa2681","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210086852","https://openalex.org/I4210117042"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Youssef Ouakrim","raw_affiliation_strings":["CHUM research center,Imaging and Orthopeadics research laboratory,Montr&#x00E9;al,CANADA"],"affiliations":[{"raw_affiliation_string":"CHUM research center,Imaging and Orthopeadics research laboratory,Montr&#x00E9;al,CANADA","institution_ids":["https://openalex.org/I4210086852","https://openalex.org/I4391768098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033149401","display_name":"Philippe C. Dixon","orcid":"https://orcid.org/0000-0003-3581-7259"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Philippe C. Dixon","raw_affiliation_strings":["University of Montreal,Imaging and Orthopeadics research laboratory, Faculty of Medicine,Montr&#x00E9;al,CANADA"],"affiliations":[{"raw_affiliation_string":"University of Montreal,Imaging and Orthopeadics research laboratory, Faculty of Medicine,Montr&#x00E9;al,CANADA","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035371944","display_name":"Neila Mezghani","orcid":"https://orcid.org/0000-0002-5935-4570"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Neila Mezghani","raw_affiliation_strings":["Institute of Biomedical Engineering, CHUM research center,TELUQ university,Montr&#x00E9;al,CANADA"],"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, CHUM research center,TELUQ university,Montr&#x00E9;al,CANADA","institution_ids":["https://openalex.org/I200745827"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084116140"],"corresponding_institution_ids":["https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09130263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9061999917030334,"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/markov-process","display_name":"Markov process","score":0.5902436971664429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5666441321372986},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5412636995315552},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.5010256767272949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33858397603034973},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2589648962020874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14450189471244812},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13407990336418152},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13296598196029663}],"concepts":[{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5902436971664429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5666441321372986},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5412636995315552},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.5010256767272949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33858397603034973},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2589648962020874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14450189471244812},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13407990336418152},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13296598196029663}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isivc61350.2024.10577891","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isivc61350.2024.10577891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1548712761","https://openalex.org/W1924943994","https://openalex.org/W2110870650","https://openalex.org/W2950064691","https://openalex.org/W3011040956","https://openalex.org/W3093377669","https://openalex.org/W3098200707","https://openalex.org/W3185940864","https://openalex.org/W3198066218","https://openalex.org/W4214806317","https://openalex.org/W4223572740","https://openalex.org/W4389400934","https://openalex.org/W6632704576"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2364370872","https://openalex.org/W2053269318","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2097963413","https://openalex.org/W2001275470","https://openalex.org/W2073996508","https://openalex.org/W1591475660"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,55],"explore":[4],"the":[5],"usefulness":[6],"on":[7],"hidden":[8],"Markovian":[9,34],"model":[10],"for":[11],"cough":[12],"detection":[13],"from":[14],"abdominal":[15],"and":[16,21,28,40],"thoracic":[17],"respiratory":[18],"signals.":[19],"Time":[20],"frequency":[22],"domains":[23],"based":[24],"features":[25],"are":[26,31,43],"extracted":[27],"relevant":[29],"ones":[30],"identified.":[32],"Hidden":[33],"Model":[35],"(HMM)":[36],"parameters":[37],"(initial,":[38],"transition":[39],"emission":[41],"probabilities)":[42],"estimated.":[44],"Classification":[45],"is":[46],"carried":[47],"in":[48],"parallel":[49],"with":[50],"frame":[51],"duration":[52],"optimization.":[53],"Compared":[54],"some":[56],"conventional":[57],"machine":[58],"learning":[59],"methods,":[60],"competitive":[61],"performance":[62],"were":[63],"obtained":[64],"when":[65],"considering":[66],"tradeoff":[67],"between":[68],"evaluation":[69],"metrics.":[70]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
