{"id":"https://openalex.org/W4410268838","doi":"https://doi.org/10.1007/s00371-025-03909-6","title":"MMTU-Net: enhancing medical image semantic segmentation with multi-level multi-scale fusion and transformer","display_name":"MMTU-Net: enhancing medical image semantic segmentation with multi-level multi-scale fusion and transformer","publication_year":2025,"publication_date":"2025-05-11","ids":{"openalex":"https://openalex.org/W4410268838","doi":"https://doi.org/10.1007/s00371-025-03909-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-025-03909-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-025-03909-6","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","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/A5070070404","display_name":"Xilei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xilei Wang","raw_affiliation_strings":["College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092127020","display_name":"Yuefei Wang","orcid":"https://orcid.org/0000-0003-3032-1852"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuefei Wang","raw_affiliation_strings":["College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042349584","display_name":"Yuquan Xu","orcid":"https://orcid.org/0000-0001-6595-2000"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuquan Xu","raw_affiliation_strings":["Stirling College, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stirling College, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108032420","display_name":"Yutong Zhang","orcid":"https://orcid.org/0009-0004-7493-4815"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Zhang","raw_affiliation_strings":["College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100425724","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-2039-2526"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chengdu University, 2025 Chengluo Rd., Chengdu, 610106, Sichuan, China","institution_ids":["https://openalex.org/I4210125143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5092127020"],"corresponding_institution_ids":["https://openalex.org/I4210125143"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.729,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90578824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"41","issue":"11","first_page":"8975","last_page":"9003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991000294685364,"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":0.9991000294685364,"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/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6425257921218872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6018111109733582},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5254434943199158},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5019724369049072},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.446260929107666},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41401660442352295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3546871244907379}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425257921218872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6018111109733582},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5254434943199158},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5019724369049072},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.446260929107666},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41401660442352295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3546871244907379}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-025-03909-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-025-03909-6","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1485877476","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2124592697","https://openalex.org/W2163918943","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2464708700","https://openalex.org/W2470394683","https://openalex.org/W2518013266","https://openalex.org/W2560023338","https://openalex.org/W2563705555","https://openalex.org/W2613718673","https://openalex.org/W2752782242","https://openalex.org/W2768149277","https://openalex.org/W2774320778","https://openalex.org/W2884436604","https://openalex.org/W2884585870","https://openalex.org/W2911496423","https://openalex.org/W2923997689","https://openalex.org/W2957267206","https://openalex.org/W2962914239","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2989692526","https://openalex.org/W2991758591","https://openalex.org/W2998566163","https://openalex.org/W3007268491","https://openalex.org/W3008115128","https://openalex.org/W3011735758","https://openalex.org/W3015788359","https://openalex.org/W3031142281","https://openalex.org/W3034552520","https://openalex.org/W3091055370","https://openalex.org/W3096609285","https://openalex.org/W3107399929","https://openalex.org/W3126335003","https://openalex.org/W3129208677","https://openalex.org/W3133661165","https://openalex.org/W3138516171","https://openalex.org/W3156243462","https://openalex.org/W3204255739","https://openalex.org/W3212386989","https://openalex.org/W3212933375","https://openalex.org/W4200015473","https://openalex.org/W4214893857","https://openalex.org/W4223899585","https://openalex.org/W4291189470","https://openalex.org/W4313134080","https://openalex.org/W4319300975","https://openalex.org/W4321232185","https://openalex.org/W4380053175","https://openalex.org/W4385388244","https://openalex.org/W4388639954","https://openalex.org/W4389236004","https://openalex.org/W4390382250","https://openalex.org/W4390874575","https://openalex.org/W4393442792","https://openalex.org/W4396885590","https://openalex.org/W4401748002","https://openalex.org/W4403528027","https://openalex.org/W4403845017","https://openalex.org/W4405235320","https://openalex.org/W4407058935","https://openalex.org/W6600938150","https://openalex.org/W6608748766","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4385583601","https://openalex.org/W4395685956","https://openalex.org/W3159516372","https://openalex.org/W4398146871","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}