{"id":"https://openalex.org/W7161390607","doi":"https://doi.org/10.1016/j.bspc.2026.110562","title":"Complexity-aware adaptive prototype network with multi-scale attention for self-supervised few-shot medical image segmentation","display_name":"Complexity-aware adaptive prototype network with multi-scale attention for self-supervised few-shot medical image segmentation","publication_year":2026,"publication_date":"2026-05-16","ids":{"openalex":"https://openalex.org/W7161390607","doi":"https://doi.org/10.1016/j.bspc.2026.110562"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110562","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110562","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","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/A5136312271","display_name":"Yongqi Li","orcid":"https://orcid.org/0009-0002-5135-6931"},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqi Li","raw_affiliation_strings":["College of Computer Science and Technology, Beihua University, Jilin 132013, China"],"raw_orcid":"https://orcid.org/0009-0002-5135-6931","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Beihua University, Jilin 132013, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136320514","display_name":"Xue Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Wang","raw_affiliation_strings":["College of Computer Science and Technology, Beihua University, Jilin 132013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Beihua University, Jilin 132013, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136318313","display_name":"Taihui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Taihui Liu","raw_affiliation_strings":["College of Computer Science and Technology, Beihua University, Jilin 132013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Beihua University, Jilin 132013, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136314897","display_name":"Lilu Wang","orcid":"https://orcid.org/0009-0003-4601-3616"},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lilu Wang","raw_affiliation_strings":["College of Computer Science and Technology, Beihua University, Jilin 132013, China"],"raw_orcid":"https://orcid.org/0009-0003-4601-3616","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Beihua University, Jilin 132013, China","institution_ids":["https://openalex.org/I121691239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136305166","display_name":"Haiyuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I121691239","display_name":"Beihua University","ror":"https://ror.org/013jjp941","country_code":"CN","type":"education","lineage":["https://openalex.org/I121691239"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyuan Liu","raw_affiliation_strings":["College of Computer Science and Technology, Beihua University, Jilin 132013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Beihua University, Jilin 132013, China","institution_ids":["https://openalex.org/I121691239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5136318313"],"corresponding_institution_ids":["https://openalex.org/I121691239"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94596538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"123","issue":null,"first_page":"110562","last_page":"110562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.1428000032901764,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.1428000032901764,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.1388999968767166,"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":0.09679999947547913,"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/segmentation","display_name":"Segmentation","score":0.5411999821662903},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5115000009536743},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48500001430511475},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.3409999907016754},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7860999703407288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6689000129699707},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6340000033378601},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5411999821662903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5115000009536743},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48500001430511475},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.3409999907016754},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30799999833106995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110562","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110562","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327282","display_name":"Department of Science and Technology of Jilin Province","ror":null},{"id":"https://openalex.org/F4320328096","display_name":"Beihua University","ror":"https://ror.org/013jjp941"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1999478155","https://openalex.org/W2962914239","https://openalex.org/W2963078159","https://openalex.org/W2963599420","https://openalex.org/W2979808779","https://openalex.org/W2990230185","https://openalex.org/W3014974815","https://openalex.org/W3015788359","https://openalex.org/W3033502887","https://openalex.org/W3097337894","https://openalex.org/W4211030596","https://openalex.org/W4212875960","https://openalex.org/W4221153269","https://openalex.org/W4312568229","https://openalex.org/W4321232185","https://openalex.org/W4383215554","https://openalex.org/W4384159609","https://openalex.org/W4387225878","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4394984056","https://openalex.org/W4396783545","https://openalex.org/W4402509593","https://openalex.org/W4402781391","https://openalex.org/W4403185908","https://openalex.org/W4403792409","https://openalex.org/W4404890824","https://openalex.org/W4405315939","https://openalex.org/W4405379606","https://openalex.org/W4408047875"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-18T06:02:51.519808","created_date":"2026-05-17T00:00:00"}