{"id":"https://openalex.org/W4220740909","doi":"https://doi.org/10.1109/jbhi.2022.3162118","title":"A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation","display_name":"A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation","publication_year":2022,"publication_date":"2022-03-24","ids":{"openalex":"https://openalex.org/W4220740909","doi":"https://doi.org/10.1109/jbhi.2022.3162118","pmid":"https://pubmed.ncbi.nlm.nih.gov/35324451"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3162118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3162118","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://researchrepository.napier.ac.uk/Output/2885425","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Kai Yao","orcid":"https://orcid.org/0000-0003-4623-0365"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Yao","raw_affiliation_strings":["University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China"],"affiliations":[{"raw_affiliation_string":"University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zixian Su","orcid":null},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixian Su","raw_affiliation_strings":["University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China"],"affiliations":[{"raw_affiliation_string":"University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kaizhu Huang","orcid":"https://orcid.org/0000-0002-3034-9639"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaizhu Huang","raw_affiliation_strings":["Institute of Applied Physical Sciences and Engineering, Duke Kunshan University, Kunshan, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Physical Sciences and Engineering, Duke Kunshan University, Kunshan, Jiangsu, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xi Yang","orcid":"https://orcid.org/0000-0002-8600-2570"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Yang","raw_affiliation_strings":["School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Sun","raw_affiliation_strings":["School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Amir Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["School of Computing, Edinburgh Napier University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Edinburgh, U.K","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":null,"display_name":"Frans Coenen","orcid":"https://orcid.org/0000-0003-1026-6649"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Frans Coenen","raw_affiliation_strings":["University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China"],"affiliations":[{"raw_affiliation_string":"University of Liverpool and School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Liverpool, China","institution_ids":["https://openalex.org/I69356397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I69356397"],"apc_list":null,"apc_paid":null,"fwci":7.9113,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97782936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"26","issue":"10","first_page":"4976","last_page":"4986"},"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":0.9627000093460083,"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":0.9627000093460083,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00930000003427267,"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/T11448","display_name":"Face recognition and analysis","score":0.007799999788403511,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6891000270843506},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6450999975204468},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5916000008583069},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5813999772071838},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5458999872207642},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4943999946117401},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4771000146865845},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4742000102996826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829200029373169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7512999773025513},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6891000270843506},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6450999975204468},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5916000008583069},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5813999772071838},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5458999872207642},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4943999946117401},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4771000146865845},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4742000102996826},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4731000065803528},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.45669999718666077},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3944000005722046},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.3416999876499176},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.32850000262260437},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.301800012588501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29249998927116394},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.25619998574256897},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2540999948978424}],"mesh":[{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2022.3162118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3162118","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35324451","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35324451","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:repository@napier.ac.uk:2885425","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2885425","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:repository@napier.ac.uk:2885425","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2885425","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2456155595","display_name":null,"funder_award_id":"61876155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3936357396","display_name":null,"funder_award_id":"BE2020006-4","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1977556410","https://openalex.org/W2064675550","https://openalex.org/W2131953535","https://openalex.org/W2144499799","https://openalex.org/W2593414223","https://openalex.org/W2603777577","https://openalex.org/W2773004715","https://openalex.org/W2774320778","https://openalex.org/W2896359486","https://openalex.org/W2952056941","https://openalex.org/W2959183777","https://openalex.org/W2962793481","https://openalex.org/W2962914239","https://openalex.org/W2963107255","https://openalex.org/W2963351448","https://openalex.org/W2963495494","https://openalex.org/W2999580839","https://openalex.org/W3002569343","https://openalex.org/W3006040295","https://openalex.org/W3030790048","https://openalex.org/W3091860120","https://openalex.org/W3110274389","https://openalex.org/W3119205652","https://openalex.org/W3195026442","https://openalex.org/W3203745213","https://openalex.org/W3208578242","https://openalex.org/W3210451511","https://openalex.org/W4213144316","https://openalex.org/W4247050319","https://openalex.org/W6684665197","https://openalex.org/W6746282794","https://openalex.org/W6748223763","https://openalex.org/W6752378368","https://openalex.org/W6754249846","https://openalex.org/W6765779288","https://openalex.org/W6784591795"],"related_works":[],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,21,28,65,74,82,87,111,129,171,208],"problem":[3],"of":[4,30,97],"volumetric":[5],"(3D)":[6],"unsupervised":[7,137],"domain":[8,24,33,112,121,138],"adaptation":[9,122,139],"(UDA)":[10],"in":[11,39,81,90,120,155,167,170],"cross-modality":[12,178],"medical":[13,40],"image":[14,41,103,107],"segmentation,":[15,186],"aiming":[16],"to":[17,78,109,124,147,163,191],"perform":[18],"segmentation":[19,119,168],"on":[20,51,101,158],"unannotated":[22],"target":[23,83,173],"(e.g.":[25,34],"MRI)":[26],"with":[27],"help":[29],"labeled":[31],"source":[32],"CT).":[35],"Previous":[36],"UDA":[37],"methods":[38,195],"analysis":[42],"usually":[43],"suffer":[44],"from":[45,64,86],"two":[46,176],"challenges:":[47],"1)":[48],"they":[49],"focus":[50],"processing":[52],"and":[53,115,183,210],"analyzing":[54],"data":[55],"at":[56,128],"2D":[57],"level":[58],"only,":[59],"thus":[60],"missing":[61],"semantic":[62,126],"information":[63],"depth":[66,130],"level;":[67],"2)":[68],"one-to-one":[69],"mapping":[70],"is":[71,189],"adopted":[72],"during":[73],"style-transfer":[75],"process,":[76],"leading":[77,162],"insufficient":[79],"alignment":[80,108],"domain.":[84,174],"Different":[85],"existing":[88],"methods,":[89],"our":[91,187],"work,":[92],"we":[93,134],"conduct":[94],"a":[95,142,159,164,197,204],"first":[96],"its":[98,201],"kind":[99],"investigation":[100],"multi-style":[102],"translation":[104],"for":[105,207],"complete":[106],"alleviate":[110],"shift":[113],"problem,":[114],"also":[116],"introduce":[117],"3D":[118],"tasks":[123],"maintain":[125],"consistency":[127],"level.":[131],"In":[132,175],"particular,":[133],"develop":[135],"an":[136],"framework":[140],"incorporating":[141],"novel":[143],"quartet":[144],"self-attention":[145],"module":[146],"efficiently":[148],"enhance":[149],"relationships":[150],"between":[151],"widely":[152],"separated":[153],"features":[154],"spatial":[156],"regions":[157],"higher":[160],"dimension,":[161],"substantial":[165],"improvement":[166],"accuracy":[169],"unlabeled":[172],"challenging":[177],"tasks,":[179],"specifically":[180],"brain":[181],"structures":[182],"multi-organ":[184],"abdominal":[185],"model":[188],"shown":[190],"outperform":[192],"current":[193],"state-of-the-art":[194],"by":[196],"significant":[198],"margin,":[199],"demonstrating":[200],"potential":[202],"as":[203],"benchmark":[205],"resource":[206],"biomedical":[209],"health":[211],"informatics":[212],"research":[213],"community.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2022-04-03T00:00:00"}