{"id":"https://openalex.org/W4389911168","doi":"https://doi.org/10.48550/arxiv.2312.09603","title":"Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification","display_name":"Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4389911168","doi":"https://doi.org/10.48550/arxiv.2312.09603"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2312.09603","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.09603","pdf_url":"https://arxiv.org/pdf/2312.09603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2312.09603","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085336408","display_name":"June-Woo Kim","orcid":"https://orcid.org/0000-0003-0111-300X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, June-Woo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112425608","display_name":"Sangmin Bae","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bae, Sangmin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109692699","display_name":"Won-Yang Cho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cho, Won-Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088555849","display_name":"Byungjo Lee","orcid":"https://orcid.org/0000-0002-1404-8246"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Byungjo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5051792648","display_name":"Ho\u2010Young Jung","orcid":"https://orcid.org/0000-0003-0398-831X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jung, Ho-Young","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9947999715805054,"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":0.9947999715805054,"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":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9610999822616577,"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/stethoscope","display_name":"Stethoscope","score":0.8636116981506348},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6944133639335632},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6727110147476196},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6008620858192444},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5658468008041382},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5399041771888733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5341678261756897},{"id":"https://openalex.org/keywords/respiratory-sounds","display_name":"Respiratory sounds","score":0.4730833172798157},{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.46217742562294006},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4543019235134125},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.45276889204978943},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.44920244812965393},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.423897922039032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.384762704372406},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16138812899589539},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0709361732006073},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06133827567100525}],"concepts":[{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.8636116981506348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6944133639335632},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6727110147476196},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6008620858192444},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5658468008041382},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5399041771888733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5341678261756897},{"id":"https://openalex.org/C2777402568","wikidata":"https://www.wikidata.org/wiki/Q779038","display_name":"Respiratory sounds","level":3,"score":0.4730833172798157},{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.46217742562294006},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4543019235134125},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.45276889204978943},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.44920244812965393},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.423897922039032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.384762704372406},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16138812899589539},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0709361732006073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06133827567100525},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2312.09603","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.09603","pdf_url":"https://arxiv.org/pdf/2312.09603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2312.09603","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2312.09603","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2312.09603","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.09603","pdf_url":"https://arxiv.org/pdf/2312.09603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389911168.pdf","grobid_xml":"https://content.openalex.org/works/W4389911168.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2596349967","https://openalex.org/W4294762469","https://openalex.org/W4375852858","https://openalex.org/W4312368572","https://openalex.org/W2952454465","https://openalex.org/W4312229671","https://openalex.org/W4380631504","https://openalex.org/W2615070281","https://openalex.org/W2933912245","https://openalex.org/W2906983613"],"abstract_inverted_index":{"Despite":[0],"the":[1,20,26,44,54,66,79,119,126,130,136,141,148,153,166],"remarkable":[2],"advances":[3],"in":[4,11,58,146],"deep":[5],"learning":[6,107],"technology,":[7],"achieving":[8,152],"satisfactory":[9],"performance":[10],"lung":[12],"sound":[13,28],"classification":[14],"remains":[15],"a":[16,33,48,59,82,86,102,160],"challenge":[17],"due":[18],"to":[19,85,121],"scarcity":[21],"of":[22,35,125,129,156,163],"available":[23],"data.":[24],"Moreover,":[25],"respiratory":[27,123],"samples":[29],"are":[30,144],"collected":[31],"from":[32,81],"variety":[34],"electronic":[36],"stethoscopes,":[37],"which":[38,77,158],"could":[39],"potentially":[40],"introduce":[41,73],"biases":[42],"into":[43],"trained":[45],"models.":[46],"When":[47],"significant":[49,161],"distribution":[50],"shift":[51],"occurs":[52],"within":[53],"test":[55],"dataset":[56,138],"or":[57],"practical":[60],"scenario,":[61],"it":[62],"can":[63,111],"substantially":[64],"decrease":[65],"performance.":[67],"To":[68],"tackle":[69],"this":[70],"issue,":[71],"we":[72,100],"cross-domain":[74],"adaptation":[75],"techniques,":[76],"transfer":[78],"knowledge":[80],"source":[83],"domain":[84,149],"distinct":[87],"target":[88],"domain.":[89],"In":[90],"particular,":[91],"by":[92],"considering":[93],"different":[94],"stethoscope":[95],"types":[96],"as":[97],"individual":[98],"domains,":[99],"propose":[101],"novel":[103],"stethoscope-guided":[104],"supervised":[105],"contrastive":[106],"approach.":[108],"This":[109],"method":[110],"mitigate":[112],"any":[113],"domain-related":[114],"disparities":[115],"and":[116,151],"thus":[117],"enables":[118],"model":[120],"distinguish":[122],"sounds":[124],"recording":[127],"variation":[128],"stethoscope.":[131],"The":[132],"experimental":[133],"results":[134],"on":[135],"ICBHI":[137,154],"demonstrate":[139],"that":[140],"proposed":[142],"methods":[143],"effective":[145],"reducing":[147],"dependency":[150],"Score":[155],"61.71%,":[157],"is":[159],"improvement":[162],"2.16%":[164],"over":[165],"baseline.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
