{"id":"https://openalex.org/W7155605633","doi":"https://doi.org/10.1016/j.asoc.2026.115314","title":"A survey on unsupervised domain adaptation in medical imaging: Methods, datasets, and future outlook","display_name":"A survey on unsupervised domain adaptation in medical imaging: Methods, datasets, and future outlook","publication_year":2026,"publication_date":"2026-04-25","ids":{"openalex":"https://openalex.org/W7155605633","doi":"https://doi.org/10.1016/j.asoc.2026.115314"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115314","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115314","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-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/A5134569557","display_name":"Hancun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hancun Yang","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134572330","display_name":"Henjun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengjun Guo","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134602225","display_name":"Guanlin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanlin Liu","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084867894","display_name":"Li Zhou","orcid":"https://orcid.org/0000-0002-6474-9120"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linkuan Zhou","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124387273","display_name":"J H Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlin Xu","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134605531","display_name":"Leyi Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Leyi Wei","raw_affiliation_strings":["Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134580913","display_name":"Ran Su","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Su","raw_affiliation_strings":["School of Computer Software, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Software, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084965704","display_name":"Qiangguo Jin","orcid":"https://orcid.org/0000-0002-1781-1067"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiangguo Jin","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Shaanxi, China","Yangtze River Delta Research Institute of Northwestern Polytechnical University, Taicang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Yangtze River Delta Research Institute of Northwestern Polytechnical University, Taicang, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084965704"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48432374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"199","issue":null,"first_page":"115314","last_page":"115314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7473000288009644,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7473000288009644,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.12520000338554382,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.030300000682473183,"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/adaptation","display_name":"Adaptation (eye)","score":0.6159999966621399},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5392000079154968},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4961000084877014},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4620000123977661},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41620001196861267},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4049000144004822},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.36660000681877136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76910001039505},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6159999966621399},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6026999950408936},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5392000079154968},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4961000084877014},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4620000123977661},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4049000144004822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38359999656677246},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.36660000681877136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33329999446868896},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.32589998841285706},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C106977388","wikidata":"https://www.wikidata.org/wiki/Q2752427","display_name":"Medical research","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115314","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115314","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2019062120","https://openalex.org/W2592929672","https://openalex.org/W2594770357","https://openalex.org/W2770363598","https://openalex.org/W2772723798","https://openalex.org/W2804047627","https://openalex.org/W2910094941","https://openalex.org/W2914570111","https://openalex.org/W2915232829","https://openalex.org/W2919115771","https://openalex.org/W2921224201","https://openalex.org/W2948685905","https://openalex.org/W2959183777","https://openalex.org/W2964184998","https://openalex.org/W2979448322","https://openalex.org/W2984810221","https://openalex.org/W3006040295","https://openalex.org/W3026646233","https://openalex.org/W3037260676","https://openalex.org/W3043056841","https://openalex.org/W3085410595","https://openalex.org/W3128821554","https://openalex.org/W3130794141","https://openalex.org/W3139514168","https://openalex.org/W3143564277","https://openalex.org/W3158749186","https://openalex.org/W3165215947","https://openalex.org/W3172681723","https://openalex.org/W3174605227","https://openalex.org/W3176603176","https://openalex.org/W3194859544","https://openalex.org/W3213997247","https://openalex.org/W3214890555","https://openalex.org/W3215006196","https://openalex.org/W4200182959","https://openalex.org/W4205182665","https://openalex.org/W4220740909","https://openalex.org/W4223503656","https://openalex.org/W4224981990","https://openalex.org/W4225869843","https://openalex.org/W4229364552","https://openalex.org/W4282978838","https://openalex.org/W4283700835","https://openalex.org/W4286220311","https://openalex.org/W4289444490","https://openalex.org/W4292198371","https://openalex.org/W4294991429","https://openalex.org/W4296671877","https://openalex.org/W4297094921","https://openalex.org/W4306168172","https://openalex.org/W4306649844","https://openalex.org/W4310261818","https://openalex.org/W4317496764","https://openalex.org/W4319767805","https://openalex.org/W4321020942","https://openalex.org/W4321487977","https://openalex.org/W4321793448","https://openalex.org/W4366684169","https://openalex.org/W4378675108","https://openalex.org/W4382051805","https://openalex.org/W4383199429","https://openalex.org/W4385638510","https://openalex.org/W4385698458","https://openalex.org/W4385945585","https://openalex.org/W4386952189","https://openalex.org/W4387122240","https://openalex.org/W4387492383","https://openalex.org/W4388666632","https://openalex.org/W4389104886","https://openalex.org/W4389169663","https://openalex.org/W4390349688","https://openalex.org/W4390415020","https://openalex.org/W4391319564","https://openalex.org/W4391450443","https://openalex.org/W4391935875","https://openalex.org/W4392563503","https://openalex.org/W4392655270","https://openalex.org/W4394865292","https://openalex.org/W4394951288","https://openalex.org/W4399073603","https://openalex.org/W4399980798","https://openalex.org/W4400488699","https://openalex.org/W4400617110","https://openalex.org/W4400810735","https://openalex.org/W4400831181","https://openalex.org/W4402124856","https://openalex.org/W4402263213","https://openalex.org/W4402493031","https://openalex.org/W4402689504","https://openalex.org/W4404514403","https://openalex.org/W4405088251","https://openalex.org/W4405894060","https://openalex.org/W4406038829","https://openalex.org/W4406047321","https://openalex.org/W4406400529","https://openalex.org/W4406980029","https://openalex.org/W4408163316","https://openalex.org/W4408235989","https://openalex.org/W4408645511","https://openalex.org/W4408977220","https://openalex.org/W4411555080","https://openalex.org/W4412879989"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-04-26T00:00:00"}