{"id":"https://openalex.org/W4224979954","doi":"https://doi.org/10.1109/isbi52829.2022.9761597","title":"Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation","display_name":"Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4224979954","doi":"https://doi.org/10.1109/isbi52829.2022.9761597"},"language":"en","primary_location":{"id":"doi:10.1109/isbi52829.2022.9761597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761597","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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/A5100338785","display_name":"Heng Li","orcid":"https://orcid.org/0000-0001-7026-6806"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heng Li","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054309906","display_name":"Haofeng Liu","orcid":"https://orcid.org/0009-0009-0320-3536"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofeng Liu","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695917","display_name":"Xiaoxuan Wang","orcid":"https://orcid.org/0000-0002-0501-1521"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Wang","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020432000","display_name":"Chenlang Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlang Yi","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353596","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-8400-3780"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Department of Computer Science and Engineering,China","Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Department of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103862776","display_name":"Yan Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Hu","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100325209","display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0001-6281-6505"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Chinese Academy of Sciences, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,School of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I4210165339","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100338785"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":0.6862,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74193548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11316","display_name":"Mycobacterium research and diagnosis","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11316","display_name":"Mycobacterium research and diagnosis","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9758999943733215,"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/resampling","display_name":"Resampling","score":0.7955095171928406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7158882021903992},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6581034064292908},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6563464403152466},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5940626263618469},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5467818379402161},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5371845960617065},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.508152961730957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48281416296958923},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4796793460845947},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.47133779525756836},{"id":"https://openalex.org/keywords/diffeomorphism","display_name":"Diffeomorphism","score":0.4675193130970001},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4542551040649414},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.43355000019073486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35290253162384033},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23071947693824768}],"concepts":[{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.7955095171928406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7158882021903992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581034064292908},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6563464403152466},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5940626263618469},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5467818379402161},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5371845960617065},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.508152961730957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48281416296958923},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4796793460845947},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.47133779525756836},{"id":"https://openalex.org/C47556283","wikidata":"https://www.wikidata.org/wiki/Q1058314","display_name":"Diffeomorphism","level":2,"score":0.4675193130970001},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4542551040649414},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.43355000019073486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35290253162384033},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23071947693824768},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi52829.2022.9761597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761597","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-117688","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=1945-7928&rft.volume=&rft.issue=&rft.date=2022&rft.spage=&rft.aulast=Li&rft.aufirst=&rft.atitle=Sample+Alignment+for+Image-to-Image+Translation+Based+Medical+Domain+Adaptation&rft.title=Proceedings+-+International+Symposium+on+Biomedical+Imaging","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1970928383","https://openalex.org/W2115167851","https://openalex.org/W2584017349","https://openalex.org/W2789713147","https://openalex.org/W2884292375","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963118547","https://openalex.org/W2963403405","https://openalex.org/W2964292098","https://openalex.org/W3013564598","https://openalex.org/W3034185248","https://openalex.org/W3095028713","https://openalex.org/W3108316907","https://openalex.org/W3122431193","https://openalex.org/W3165497868","https://openalex.org/W3177391608","https://openalex.org/W4210549028","https://openalex.org/W6736210646","https://openalex.org/W6753793922","https://openalex.org/W6775884374","https://openalex.org/W6780903180","https://openalex.org/W6785305218"],"related_works":["https://openalex.org/W2052515325","https://openalex.org/W4386794506","https://openalex.org/W2050948537","https://openalex.org/W2075372083","https://openalex.org/W4293508317","https://openalex.org/W2767646790","https://openalex.org/W3104281043","https://openalex.org/W2891397405","https://openalex.org/W2462155254","https://openalex.org/W3160228538"],"abstract_inverted_index":{"Image-to-image":[0],"(I2I)":[1],"translation":[2,45,116],"is":[3,64,93],"a":[4,25,60],"popular":[5],"paradigm":[6],"in":[7,31,57,71,90],"domain":[8],"adaptation":[9],"(DA),":[10],"and":[11,77,133],"has":[12],"been":[13],"frequently":[14],"used":[15],"to":[16,66,82,112,126],"address":[17],"the":[18,28,36,43,55,68,84,106,114,119,121,128,141,149],"lack":[19],"of":[20,27,38,130,143,151],"labeled":[21],"data.":[22,73,157],"However,":[23],"as":[24],"result":[26],"sample":[29,61,69,85],"bias":[30,70],"medical":[32,58,72,91],"data":[33,102,132],"caused":[34],"by":[35,109],"attributes":[37],"imaging":[39],"modality":[40],"or":[41],"pathology,":[42],"I2I":[44,115],"based":[46],"DA":[47,56,129,150],"always":[48],"suffers":[49],"from":[50,105,155],"synthesis":[51],"artifacts.":[52],"For":[53],"boosting":[54],"scenarios,":[59],"alignment":[62],"algorithm":[63,123,137],"proposed":[65,122],"correct":[67],"Specifically,":[74],"diffeomorphic":[75,97],"transformation":[76],"symmetric":[78,110],"resampling":[79,111],"are":[80,103],"employed":[81],"implement":[83],"alignment.":[86],"The":[87],"topological":[88],"structure":[89],"samples":[92,108],"first":[94],"aligned":[95,107],"using":[96],"transformation.":[98],"Then":[99],"paired":[100],"image":[101],"collected":[104],"train":[113],"models.":[117],"In":[118],"experiment,":[120],"was":[124],"applied":[125],"boost":[127],"cross-modality":[131],"pathological":[134],"ones.":[135],"Our":[136],"not":[138],"only":[139],"improved":[140],"quality":[142],"synthesized":[144,156],"images,":[145],"but":[146],"also":[147],"promoted":[148],"diagnosis":[152],"models":[153],"learned":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
