{"id":"https://openalex.org/W7125480902","doi":"https://doi.org/10.1007/978-981-95-5764-6_37","title":"Adaptive Mixture of Experts for Cross-Domain Medical Image Segmentation with Vision Foundation Models","display_name":"Adaptive Mixture of Experts for Cross-Domain Medical Image Segmentation with Vision Foundation Models","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7125480902","doi":"https://doi.org/10.1007/978-981-95-5764-6_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-5764-6_37","doi":"https://doi.org/10.1007/978-981-95-5764-6_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-5764-6_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7125473721","display_name":"Pattern Recognition and Computer Vision"},"type":"conference-paper","is_traditional":true,"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/A5123715831","display_name":"Qifei Wang","orcid":"https://orcid.org/0009-0006-1325-3674","observed_orcids":["https://orcid.org/0009-0006-1325-3674"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifei Wang","raw_affiliation_strings":["School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China"],"raw_orcid":"https://orcid.org/0009-0006-1325-3674","affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124244509","display_name":"Yuefeng Zhao","orcid":"https://orcid.org/0000-0002-6774-6881","observed_orcids":["https://orcid.org/0000-0002-6774-6881","https://orcid.org/0000-0002-4859-0738"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuefeng Zhao","raw_affiliation_strings":["School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China"],"raw_orcid":"https://orcid.org/0000-0002-4859-0738","affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123693906","display_name":"Bolin Chen","orcid":"https://orcid.org/0009-0008-6255-4267","observed_orcids":["https://orcid.org/0009-0008-6255-4267"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolin Chen","raw_affiliation_strings":["School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China"],"raw_orcid":"https://orcid.org/0009-0008-6255-4267","affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123692191","display_name":"Nai Zhou","orcid":"https://orcid.org/0000-0003-2161-1719","observed_orcids":["https://orcid.org/0000-0003-2161-1719"]},"institutions":[{"id":"https://openalex.org/I4405284363","display_name":"Quan Cheng Laboratory","ror":"https://ror.org/03drypn60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405284363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nai Zhou","raw_affiliation_strings":["Quan Cheng Laboratory, Jinan, 250100, China"],"raw_orcid":"https://orcid.org/0000-0003-2161-1719","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory, Jinan, 250100, China","institution_ids":["https://openalex.org/I4405284363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123657997","display_name":"Qianqian Tao","orcid":"https://orcid.org/0009-0006-0224-0288","observed_orcids":["https://orcid.org/0009-0006-0224-0288"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Tao","raw_affiliation_strings":["School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China"],"raw_orcid":"https://orcid.org/0009-0006-0224-0288","affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014620591","display_name":"Nannan Hu","orcid":"https://orcid.org/0000-0002-4080-7891","observed_orcids":["https://orcid.org/0000-0002-4080-7891"]},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nannan Hu","raw_affiliation_strings":["School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China"],"raw_orcid":"https://orcid.org/0000-0002-4080-7891","affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Shandong Normal University, Jinan, 250358, China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014620591"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"546","last_page":"559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9818999767303467,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9818999767303467,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.011099999770522118,"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":0.004699999932199717,"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/vision-foundation-models","display_name":"vision foundation models","score":0.8989999890327454},{"id":"https://openalex.org/keywords/segment-anything-model-2","display_name":"Segment Anything Model 2","score":0.8790000081062317},{"id":"https://openalex.org/keywords/domain-gap","display_name":"domain gap","score":0.5429999828338623},{"id":"https://openalex.org/keywords/boundary-refinement","display_name":"boundary refinement","score":0.9440000057220459},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"wavelet transform","score":0.9340000152587891},{"id":"https://openalex.org/keywords/foreground-background-discrimination","display_name":"foreground-background discrimination","score":0.7620000243186951},{"id":"https://openalex.org/keywords/gating-network","display_name":"gating network","score":0.8109999895095825},{"id":"https://openalex.org/keywords/dermoscopy","display_name":"dermoscopy","score":0.6380000114440918},{"id":"https://openalex.org/keywords/ultrasound","display_name":"ultrasound","score":0.8960000276565552},{"id":"https://openalex.org/keywords/endoscopy","display_name":"endoscopy","score":0.9789999723434448},{"id":"https://openalex.org/keywords/ct","display_name":"CT","score":0.9020000100135803},{"id":"https://openalex.org/keywords/histology","display_name":"histology","score":0.9940000176429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8792999982833862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6984000205993652},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6394000053405762},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.538100004196167},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48489999771118164},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4546999931335449},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4535999894142151},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4377000033855438},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3978999853134155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35600000619888306},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3529999852180481},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.3449000120162964},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.28630000352859497},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.2574999928474426},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-5764-6_37","doi":"https://doi.org/10.1007/978-981-95-5764-6_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-5764-6_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2008359794","https://openalex.org/W2288892845","https://openalex.org/W2346705140","https://openalex.org/W2798122215","https://openalex.org/W2963604034","https://openalex.org/W3108591672","https://openalex.org/W3165252795","https://openalex.org/W4281901479","https://openalex.org/W4321232185","https://openalex.org/W4382567565","https://openalex.org/W4386370554","https://openalex.org/W4387211473","https://openalex.org/W4387831664","https://openalex.org/W4391109864","https://openalex.org/W4400881081","https://openalex.org/W4401307635","https://openalex.org/W4401819803","https://openalex.org/W4402501200","https://openalex.org/W4405867995","https://openalex.org/W4406458575","https://openalex.org/W4408634392","https://openalex.org/W4409367519","https://openalex.org/W4416423149"],"related_works":["https://openalex.org/W4409174622","https://openalex.org/W7128441486","https://openalex.org/W4414684428","https://openalex.org/W7211959290","https://openalex.org/W4410540208","https://openalex.org/W4410297596","https://openalex.org/W7167597697","https://openalex.org/W7221514190","https://openalex.org/W4414364244","https://openalex.org/W7162558304"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-01-24T00:00:00"}