{"id":"https://openalex.org/W7155186708","doi":"https://doi.org/10.1016/j.media.2026.104096","title":"FedSemiDG: Domain generalized federated semi-supervised medical image segmentation","display_name":"FedSemiDG: Domain generalized federated semi-supervised medical image segmentation","publication_year":2026,"publication_date":"2026-04-22","ids":{"openalex":"https://openalex.org/W7155186708","doi":"https://doi.org/10.1016/j.media.2026.104096","pmid":"https://pubmed.ncbi.nlm.nih.gov/42030628"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2026.104096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104096","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"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":"Medical Image Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhipeng Deng","orcid":"https://orcid.org/0009-0005-7602-5460"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Deng","raw_affiliation_strings":["Medical Artificial Intelligence Lab, Westlake University, Hangzhou, China; Department of Information and Communication Engineering, School of Engineering, Institute of Science Tokyo, Tokyo, Japan. Electronic address: dengzhipeng@westlake.edu.cn"],"raw_orcid":"https://orcid.org/0009-0005-7602-5460","affiliations":[{"raw_affiliation_string":"Medical Artificial Intelligence Lab, Westlake University, Hangzhou, China; Department of Information and Communication Engineering, School of Engineering, Institute of Science Tokyo, Tokyo, Japan. Electronic address: dengzhipeng@westlake.edu.cn","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090627414","display_name":"Zhe Xu","orcid":"https://orcid.org/0000-0002-1950-0959"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhe Xu","raw_affiliation_strings":["Department of Biomedical Engineering, The Chinese University of Hong Kong, Hong Kong, China. Electronic address: jackxz@link.cuhk.edu.hk"],"raw_orcid":"https://orcid.org/0000-0002-1950-0959","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, The Chinese University of Hong Kong, Hong Kong, China. Electronic address: jackxz@link.cuhk.edu.hk","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134233851","display_name":"Tsuyoshi Isshiki","orcid":null},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tsuyoshi Isshiki","raw_affiliation_strings":["Department of Information and Communication Engineering, School of Engineering, Institute of Science Tokyo, Tokyo, Japan. Electronic address: isshiki@ict.e.titech.ac.jp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, School of Engineering, Institute of Science Tokyo, Tokyo, Japan. Electronic address: isshiki@ict.e.titech.ac.jp","institution_ids":["https://openalex.org/I14396692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051649145","display_name":"Yefeng Zheng","orcid":"https://orcid.org/0000-0003-2195-2847"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yefeng Zheng","raw_affiliation_strings":["Medical Artificial Intelligence Lab, Westlake University, Hangzhou, China. Electronic address: zhengyefeng@westlake.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-2195-2847","affiliations":[{"raw_affiliation_string":"Medical Artificial Intelligence Lab, Westlake University, Hangzhou, China. Electronic address: zhengyefeng@westlake.edu.cn","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051649145"],"corresponding_institution_ids":["https://openalex.org/I3133055985"],"apc_list":{"value":3970,"currency":"USD","value_usd":3970},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89911328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"112","issue":null,"first_page":"104096","last_page":"104096"},"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":0.5706999897956848,"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":0.5706999897956848,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.09279999881982803,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.05090000107884407,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7407000064849854},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6453999876976013},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6362000107765198},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5123000144958496},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4984000027179718},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47360000014305115},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.444599986076355},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43130001425743103},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4065000116825104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7671999931335449},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7407000064849854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6500999927520752},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6453999876976013},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6362000107765198},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5123000144958496},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4984000027179718},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47360000014305115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44679999351501465},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.444599986076355},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43130001425743103},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4065000116825104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3693000078201294},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.34369999170303345},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.30320000648498535},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.2994999885559082},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.27459999918937683},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2639999985694885},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.2549000084400177},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25279998779296875}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.media.2026.104096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104096","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"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":"Medical Image Analysis","raw_type":"journal-article"},{"id":"pmid:42030628","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42030628","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":"Medical image analysis","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4718773066997528,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2034269173","https://openalex.org/W2473418344","https://openalex.org/W2762683804","https://openalex.org/W2767079719","https://openalex.org/W2798658180","https://openalex.org/W2894728917","https://openalex.org/W2964159205","https://openalex.org/W2981368934","https://openalex.org/W3014974815","https://openalex.org/W3030382486","https://openalex.org/W3035680157","https://openalex.org/W3127057363","https://openalex.org/W3130794141","https://openalex.org/W3169044395","https://openalex.org/W3169879351","https://openalex.org/W3172614365","https://openalex.org/W3182158470","https://openalex.org/W3183864931","https://openalex.org/W3203434372","https://openalex.org/W4214480085","https://openalex.org/W4282915608","https://openalex.org/W4283800702","https://openalex.org/W4285817743","https://openalex.org/W4308637617","https://openalex.org/W4310461189","https://openalex.org/W4310852955","https://openalex.org/W4312462223","https://openalex.org/W4312869277","https://openalex.org/W4319300240","https://openalex.org/W4375929067","https://openalex.org/W4382404966","https://openalex.org/W4386066134","https://openalex.org/W4386066535","https://openalex.org/W4386071949","https://openalex.org/W4386075748","https://openalex.org/W4386076298","https://openalex.org/W4386702648","https://openalex.org/W4390480840","https://openalex.org/W4391109864","https://openalex.org/W4391210555","https://openalex.org/W4391264676","https://openalex.org/W4392699793","https://openalex.org/W4393154273","https://openalex.org/W4393158677","https://openalex.org/W4399914915","https://openalex.org/W4402727256","https://openalex.org/W4402727569","https://openalex.org/W4403390485","https://openalex.org/W4403547622","https://openalex.org/W4409363537","https://openalex.org/W4413155802","https://openalex.org/W7133221601"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-30T06:05:26.967640","created_date":"2026-04-23T00:00:00"}