{"id":"https://openalex.org/W3088083802","doi":"https://doi.org/10.1145/3559767","title":"My Health Sensor, My Classifier \u2013 Adapting a Trained Classifier to Unlabeled End-User Data","display_name":"My Health Sensor, My Classifier \u2013 Adapting a Trained Classifier to Unlabeled End-User Data","publication_year":2022,"publication_date":"2022-09-02","ids":{"openalex":"https://openalex.org/W3088083802","doi":"https://doi.org/10.1145/3559767","mag":"3088083802"},"language":"en","primary_location":{"id":"doi:10.1145/3559767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3559767","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3559767","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3559767","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102843515","display_name":"Konstantinos Nikolaidis","orcid":"https://orcid.org/0000-0002-2434-2780"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Konstantinos Nikolaidis","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-2434-2780","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081155130","display_name":"Stein Kristiansen","orcid":"https://orcid.org/0000-0002-1434-9524"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Stein Kristiansen","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-1434-9524","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058872571","display_name":"Thomas Plagemann","orcid":"https://orcid.org/0000-0002-2598-9228"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Thomas Plagemann","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-2598-9228","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008729338","display_name":"Vera Goebel","orcid":"https://orcid.org/0000-0002-2850-066X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Vera Goebel","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-2850-066X","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062795964","display_name":"Knut Liest\u00f8l","orcid":"https://orcid.org/0000-0002-7929-582X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Knut Liest\u00f8l","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-7929-582X","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016415049","display_name":"Mohan Kankanhalli","orcid":"https://orcid.org/0000-0002-4846-2015"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan Kankanhalli","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4846-2015","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077163172","display_name":"Gunn Marit Traaen","orcid":"https://orcid.org/0000-0003-3224-5937"},"institutions":[{"id":"https://openalex.org/I1281400175","display_name":"Oslo University Hospital","ror":"https://ror.org/00j9c2840","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I1281400175"]},{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Gunn-Marit Traaen","raw_affiliation_strings":["Oslo University Hospital, Rikshospitalet, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0003-3224-5937","affiliations":[{"raw_affiliation_string":"Oslo University Hospital, Rikshospitalet, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I1281400175","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035738371","display_name":"Britt \u00d8verland","orcid":"https://orcid.org/0000-0001-7691-5360"},"institutions":[{"id":"https://openalex.org/I4210141471","display_name":"Lovisenberg Diakonale Sykehus","ror":"https://ror.org/03ym7ve89","country_code":"NO","type":"funder","lineage":["https://openalex.org/I4210141471"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Britt \u00d8verland","raw_affiliation_strings":["Lovisenberg Diakonale Hospital, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0001-7691-5360","affiliations":[{"raw_affiliation_string":"Lovisenberg Diakonale Hospital, Oslo, Norway","institution_ids":["https://openalex.org/I4210141471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046487318","display_name":"Harriet Akre","orcid":"https://orcid.org/0000-0003-2570-8892"},"institutions":[{"id":"https://openalex.org/I1281400175","display_name":"Oslo University Hospital","ror":"https://ror.org/00j9c2840","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I1281400175"]},{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Harriet Akre","raw_affiliation_strings":["Oslo University Hospital, Rikshospitalet, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0003-2570-8892","affiliations":[{"raw_affiliation_string":"Oslo University Hospital, Rikshospitalet, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I1281400175","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056170649","display_name":"Lars Aaker\u00f8y","orcid":"https://orcid.org/0000-0003-2497-7097"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I4210104358","display_name":"St Olav's University Hospital","ror":"https://ror.org/01a4hbq44","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I4210104358"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Lars Aaker\u00f8y","raw_affiliation_strings":["St. Olavs University Hospital, Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0003-2497-7097","affiliations":[{"raw_affiliation_string":"St. Olavs University Hospital, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I4210104358","https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083288777","display_name":"Sigurd Steinshamn","orcid":"https://orcid.org/0000-0002-4867-8641"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I4210104358","display_name":"St Olav's University Hospital","ror":"https://ror.org/01a4hbq44","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I4210104358"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sigurd Steinshamn","raw_affiliation_strings":["St. Olavs University Hospital, Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0002-4867-8641","affiliations":[{"raw_affiliation_string":"St. Olavs University Hospital, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I4210104358","https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5102843515"],"corresponding_institution_ids":["https://openalex.org/I184942183"],"apc_list":null,"apc_paid":null,"fwci":0.1192,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41566078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9703999757766724,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7715603709220886},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6797158122062683},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.6247286796569824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.601058304309845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5302141904830933},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.45747753977775574},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.45560353994369507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37289518117904663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715603709220886},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6797158122062683},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.6247286796569824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.601058304309845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5302141904830933},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.45747753977775574},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.45560353994369507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37289518117904663},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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":3,"locations":[{"id":"doi:10.1145/3559767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3559767","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3559767","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/3036688","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3036688","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"1-24","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:www.duo.uio.no:10852/98062","is_oa":true,"landing_page_url":"http://hdl.handle.net/10852/98062","pdf_url":null,"source":{"id":"https://openalex.org/S4306401717","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"2691-1957","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1145/3559767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3559767","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3559767","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2915752006","display_name":null,"funder_award_id":"250239/O70","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3088083802.pdf","grobid_xml":"https://content.openalex.org/works/W3088083802.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W174360075","https://openalex.org/W592244745","https://openalex.org/W1522301498","https://openalex.org/W1731081199","https://openalex.org/W1882958252","https://openalex.org/W1981276685","https://openalex.org/W2029296788","https://openalex.org/W2051267297","https://openalex.org/W2053154970","https://openalex.org/W2093596219","https://openalex.org/W2096873754","https://openalex.org/W2100659887","https://openalex.org/W2112796928","https://openalex.org/W2121034421","https://openalex.org/W2131111256","https://openalex.org/W2131953535","https://openalex.org/W2164179736","https://openalex.org/W2165698076","https://openalex.org/W2279034837","https://openalex.org/W2296073425","https://openalex.org/W2299668505","https://openalex.org/W2335728318","https://openalex.org/W2511131004","https://openalex.org/W2512564223","https://openalex.org/W2517041761","https://openalex.org/W2559655401","https://openalex.org/W2584994008","https://openalex.org/W2590953969","https://openalex.org/W2593768305","https://openalex.org/W2611647730","https://openalex.org/W2612690371","https://openalex.org/W2739759330","https://openalex.org/W2744915377","https://openalex.org/W2751528152","https://openalex.org/W2767657961","https://openalex.org/W2771640265","https://openalex.org/W2786808285","https://openalex.org/W2795155917","https://openalex.org/W2895281799","https://openalex.org/W2898843852","https://openalex.org/W2901348870","https://openalex.org/W2910771535","https://openalex.org/W2926516160","https://openalex.org/W2951954464","https://openalex.org/W2962793481","https://openalex.org/W2962808524","https://openalex.org/W2963532621","https://openalex.org/W2963784072","https://openalex.org/W2963826681","https://openalex.org/W2963826694","https://openalex.org/W2964278684","https://openalex.org/W2964285681","https://openalex.org/W2990138404","https://openalex.org/W2994686531","https://openalex.org/W2998115938","https://openalex.org/W3031243099","https://openalex.org/W3116546446","https://openalex.org/W3128429391","https://openalex.org/W3136461762","https://openalex.org/W3177525997","https://openalex.org/W3198430326","https://openalex.org/W4234552385","https://openalex.org/W4245551996","https://openalex.org/W4295150927","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W3080655457","https://openalex.org/W3166286441","https://openalex.org/W3214142563","https://openalex.org/W3136267388","https://openalex.org/W4287263085","https://openalex.org/W3186065094","https://openalex.org/W3204418343","https://openalex.org/W3093803318","https://openalex.org/W3132602785","https://openalex.org/W4390401377"],"abstract_inverted_index":{"Sleep":[0],"apnea":[1],"is":[2,105],"a":[3,29,48,98,147],"common":[4],"yet":[5],"severely":[6],"under-diagnosed":[7],"sleep":[8,12,128],"related":[9,175],"disorder.":[10],"Unattended":[11],"monitoring":[13,129],"at":[14],"home":[15],"with":[16,67,86,127,146],"low-cost":[17],"sensors":[18,133],"can":[19,46],"be":[20],"leveraged":[21],"for":[22,32,174],"condition":[23],"detection,":[24],"and":[25,43,53,56,118,131,172],"Machine":[26],"Learning":[27],"offers":[28],"generalized":[30],"solution":[31,85,108,137,159],"this":[33,61,65],"task.":[34],"However,":[35],"patient":[36],"characteristics,":[37],"lack":[38],"of":[39],"sufficient":[40],"training":[41,52],"data,":[42,185],"other":[44],"factors":[45],"imply":[47],"domain":[49,82],"shift":[50],"between":[51,164],"end-user":[54],"data":[55,92,104,112],"reduced":[57],"task":[58],"performance.":[59],"In":[60],"work,":[62],"we":[63,156],"address":[64],"issue":[66],"the":[68,75,87,102,123,139,143,183],"aim":[69],"to":[70,153,160,168,182],"achieve":[71],"personalization":[72],"based":[73,114],"on":[74,101,115,142],"patient\u2019s":[76],"needs.":[77],"We":[78],"present":[79],"an":[80],"unsupervised":[81],"adaptation":[83],"(UDA)":[84],"constraint":[88],"that":[89,135],"labeled":[90],"source":[91,103,144,184],"are":[93],"not":[94],"directly":[95],"available.":[96],"Instead,":[97],"classifier":[99,116,140],"trained":[100,141],"provided.":[106],"Our":[107],"iteratively":[109],"labels":[110],"target":[111],"sub-regions":[113],"beliefs,":[117],"trains":[119],"new":[120],"classifiers":[121],"from":[122,151],"expanding":[124],"dataset.":[125],"Experiments":[126],"datasets":[130],"various":[132],"show":[134],"our":[136,158],"outperforms":[138,187],"domain,":[145],"kappa":[148],"coefficient":[149],"improvement":[150],"0.012":[152],"0.242.":[154],"Additionally,":[155],"apply":[157],"digit":[161],"classification":[162],"DA":[163],"three":[165],"well-established":[166,189],"datasets,":[167],"investigate":[169],"its":[170],"generalizability,":[171],"allow":[173],"work":[176],"comparisons.":[177],"Even":[178],"without":[179],"direct":[180],"access":[181],"it":[186],"several":[188],"UDA":[190],"methods":[191],"in":[192],"these":[193],"datasets.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
