{"id":"https://openalex.org/W4402742483","doi":"https://doi.org/10.1109/access.2024.3466226","title":"Privacy Aware Feature Level Domain Adaptation for Training Deep Vision Models With Private Medical Stethoscope Dataset","display_name":"Privacy Aware Feature Level Domain Adaptation for Training Deep Vision Models With Private Medical Stethoscope Dataset","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402742483","doi":"https://doi.org/10.1109/access.2024.3466226"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3466226","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3466226","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3466226","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022007135","display_name":"KyungChae Lee","orcid":"https://orcid.org/0000-0002-4753-4021"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyungchae Lee","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007067391","display_name":"Ying Hui Tan","orcid":"https://orcid.org/0000-0002-1569-1284"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ying Hui Tan","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1569-1284","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075948725","display_name":"Joon Huang Chuah","orcid":"https://orcid.org/0000-0001-9058-3497"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Joon Huang Chuah","raw_affiliation_strings":["Department of Electrical Engineering Block Y, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9058-3497","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering Block Y, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045403869","display_name":"Chan\u2010Hyun Youn","orcid":"https://orcid.org/0000-0002-3970-7308"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chan-Hyun Youn","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-3970-7308","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"School of Electical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.135575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"148201","last_page":"148215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.8862000107765198,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.8862000107765198,"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/T10862","display_name":"AI in cancer detection","score":0.8805999755859375,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.7795000076293945,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/computer-science","display_name":"Computer science","score":0.7335292100906372},{"id":"https://openalex.org/keywords/stethoscope","display_name":"Stethoscope","score":0.696012556552887},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6526354551315308},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6026144027709961},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5822790265083313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5806107521057129},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5562425851821899},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5271762609481812},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.49061909317970276},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42549288272857666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3364117443561554},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2451019585132599},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08347058296203613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7335292100906372},{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.696012556552887},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6526354551315308},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6026144027709961},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5822790265083313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5806107521057129},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5562425851821899},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5271762609481812},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.49061909317970276},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42549288272857666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3364117443561554},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2451019585132599},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08347058296203613},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3466226","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3466226","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a539888449b74d39b342dac3531c03c2","is_oa":true,"landing_page_url":"https://doaj.org/article/a539888449b74d39b342dac3531c03c2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 148201-148215 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3466226","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3466226","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8097713863","display_name":null,"funder_award_id":"23ZS1100","funder_id":"https://openalex.org/F4320322093","funder_display_name":"Electronics and Telecommunications Research Institute"}],"funders":[{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2051267297","https://openalex.org/W2194775991","https://openalex.org/W2793757177","https://openalex.org/W2912223386","https://openalex.org/W2915352631","https://openalex.org/W2963532621","https://openalex.org/W3009328718","https://openalex.org/W3034218934","https://openalex.org/W3095616795","https://openalex.org/W3135818473","https://openalex.org/W3149860822","https://openalex.org/W3159481202","https://openalex.org/W3160646455","https://openalex.org/W3173128495","https://openalex.org/W3175042385","https://openalex.org/W3188566655","https://openalex.org/W3192693288","https://openalex.org/W3196974791","https://openalex.org/W3203098462","https://openalex.org/W4229820657","https://openalex.org/W4311404181","https://openalex.org/W4311415873","https://openalex.org/W4312307529","https://openalex.org/W4312939248","https://openalex.org/W4319300877","https://openalex.org/W4385484671","https://openalex.org/W4385822870","https://openalex.org/W4386076651","https://openalex.org/W6631190155","https://openalex.org/W6637618735","https://openalex.org/W6687400500","https://openalex.org/W6781511523","https://openalex.org/W6787968893","https://openalex.org/W6787972765","https://openalex.org/W6790850890","https://openalex.org/W6795754764","https://openalex.org/W6802388392","https://openalex.org/W6850746027"],"related_works":["https://openalex.org/W1972438460","https://openalex.org/W305797682","https://openalex.org/W3028349727","https://openalex.org/W2024262772","https://openalex.org/W2719004936","https://openalex.org/W2480617866","https://openalex.org/W3134672139","https://openalex.org/W4214735274","https://openalex.org/W2302333418","https://openalex.org/W4394775207"],"abstract_inverted_index":{"Source-Free":[0],"Domain":[1,125],"Adaptation":[2,126],"(SFDA)":[3],"is":[4,138,166],"an":[5,189],"important":[6],"research":[7],"topic":[8],"in":[9],"domains":[10],"with":[11],"data":[12,92,186],"privacy":[13,33],"concerns.":[14],"Existing":[15],"SFDA":[16,37],"studies":[17],"have":[18],"successfully":[19],"achieved":[20,139],"domain":[21,26,83,100,205,210],"adaptation":[22,84,101],"without":[23,85,206],"revealing":[24,86,207],"source":[25,49,95,209],"data,":[27,136],"significantly":[28],"reducing":[29],"the":[30,44,48,58,88,91,94,99,149,175,203],"possibility":[31],"of":[32,47,62,93,151,168],"leaks.":[34],"However,":[35],"complete":[36],"(cSFDA),":[38],"which":[39,137],"does":[40],"not":[41,52],"disclose":[42],"even":[43],"model":[45,66],"weights":[46,89],"domain,":[50,96],"has":[51],"yet":[53],"been":[54],"adequately":[55],"addressed.":[56],"Considering":[57],"rapidly":[59],"advancing":[60],"fields":[61],"techniques":[63],"such":[64],"as":[65],"inversion":[67],"attacks,":[68],"we":[69,97,119,192],"believe":[70],"that":[71,162,194],"discussions":[72],"on":[73],"this":[74,117],"cSFDA":[75],"scenario":[76],"should":[77],"be":[78],"conducted":[79],"promptly.":[80],"To":[81],"perform":[82],"both":[87],"and":[90,112],"redefine":[98],"process":[102],"by":[103,140,173],"decomposing":[104],"it":[105],"into":[106],"two":[107,143],"stages:":[108],"information":[109,114,153,177,201],"vector":[110],"extraction":[111,154],"embedding":[113,176],"transfer.":[115],"In":[116],"paper,":[118],"propose":[120],"a":[121,180],"novel":[122],"Spectrogram":[123],"Secure":[124],"via":[127],"Encrypted":[128],"Vector":[129],"Transfer":[130],"(SeDA-EVT)":[131],"pipeline":[132,197],"for":[133],"medical":[134],"auscultation":[135],"sequentially":[141],"merging":[142],"processes":[144],"above.":[145],"We":[146],"first":[147,164],"demonstrated":[148],"effectiveness":[150],"our":[152,163,195],"strategy":[155],"through":[156],"classification":[157],"task":[158],"performance":[159],"evaluation,":[160],"showing":[161],"phase":[165],"capable":[167],"producing":[169],"information-rich":[170],"embeddings.":[171],"Next,":[172],"applying":[174],"transfer":[178,199],"to":[179,202],"newly":[181],"collected":[182],"clinical":[183],"lung":[184],"sound":[185],"set":[187],"from":[188],"ER":[190],"environment,":[191],"verified":[193],"proposed":[196],"can":[198],"rich":[200],"target":[204],"any":[208],"components.":[211]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
