{"id":"https://openalex.org/W7130560896","doi":"https://doi.org/10.1016/j.bspc.2026.109839","title":"MMFNet: Application of multi-scale and multi-level feature fusion in breast ultrasound image segmentation","display_name":"MMFNet: Application of multi-scale and multi-level feature fusion in breast ultrasound image segmentation","publication_year":2026,"publication_date":"2026-02-19","ids":{"openalex":"https://openalex.org/W7130560896","doi":"https://doi.org/10.1016/j.bspc.2026.109839"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.109839","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.109839","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/A5126427752","display_name":"Haidong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Li","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing and Graph Processing, Guangxi University of Science and Technology, No. 2, Wenchang Road, Chengzhong District, Liuzhou, 545000, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0003-6095-6549","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing and Graph Processing, Guangxi University of Science and Technology, No. 2, Wenchang Road, Chengzhong District, Liuzhou, 545000, Guangxi, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067749195","display_name":"Shengdan Hu","orcid":"https://orcid.org/0009-0000-2629-4914"},"institutions":[{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengdan Hu","raw_affiliation_strings":["Information Center, Shanghai University of Medicine & Health Sciences, No. 279, Zhouzhu Highway, Pudong New Area, Shanghai, 201318, China"],"raw_orcid":"https://orcid.org/0009-0000-2629-4914","affiliations":[{"raw_affiliation_string":"Information Center, Shanghai University of Medicine & Health Sciences, No. 279, Zhouzhu Highway, Pudong New Area, Shanghai, 201318, China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126368855","display_name":"Xiaorong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaorong Wang","raw_affiliation_strings":["Guangxi Colleges and Universities Key Laboratory of Intelligent Computing and Distributed Information Processing, Guangxi University of Science and Technology, No. 2, Wenchang Road, Chengzhong District, Liuzhou, 545000, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0008-4021-7454","affiliations":[{"raw_affiliation_string":"Guangxi Colleges and Universities Key Laboratory of Intelligent Computing and Distributed Information Processing, Guangxi University of Science and Technology, No. 2, Wenchang Road, Chengzhong District, Liuzhou, 545000, Guangxi, China","institution_ids":["https://openalex.org/I18570673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5126368855"],"corresponding_institution_ids":["https://openalex.org/I18570673"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":12.1051,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.96951561,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"119","issue":null,"first_page":"109839","last_page":"109839"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9156000018119812,"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/T10862","display_name":"AI in cancer detection","score":0.9156000018119812,"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":0.03220000118017197,"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/T11134","display_name":"Breast Lesions and Carcinomas","score":0.006399999838322401,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7257999777793884},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.7247999906539917},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.7150999903678894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6348999738693237},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6172000169754028},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5370000004768372},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.483599990606308},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.46239998936653137}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7796000242233276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786999940872192},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7257999777793884},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.7247999906539917},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.7150999903678894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6348999738693237},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6172000169754028},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5370000004768372},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.483599990606308},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46239998936653137},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4433000087738037},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.4140999913215637},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.350600004196167},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.33970001339912415},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C173414695","wikidata":"https://www.wikidata.org/wiki/Q5510276","display_name":"Fusion mechanism","level":4,"score":0.28850001096725464},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.27309998869895935}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.109839","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.109839","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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8398392796516418}],"awards":[{"id":"https://openalex.org/G7417472756","display_name":null,"funder_award_id":"SSF-23-TWXX-001","funder_id":"https://openalex.org/F4320328941","funder_display_name":"Shanghai University of Medicine and Health Sciences"}],"funders":[{"id":"https://openalex.org/F4320328941","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2124260943","https://openalex.org/W2592939477","https://openalex.org/W2809150600","https://openalex.org/W2884585870","https://openalex.org/W2922509574","https://openalex.org/W2969908837","https://openalex.org/W2991372685","https://openalex.org/W2996290406","https://openalex.org/W3001375391","https://openalex.org/W3006169930","https://openalex.org/W3126389275","https://openalex.org/W3199684609","https://openalex.org/W3212672269","https://openalex.org/W3213767478","https://openalex.org/W4211264657","https://openalex.org/W4213174719","https://openalex.org/W4283514179","https://openalex.org/W4288988387","https://openalex.org/W4310595042","https://openalex.org/W4320717537","https://openalex.org/W4321232185","https://openalex.org/W4378673799","https://openalex.org/W4380300718","https://openalex.org/W4386693652","https://openalex.org/W4387916048","https://openalex.org/W4390738634","https://openalex.org/W4391058099","https://openalex.org/W4391258491","https://openalex.org/W4392913141","https://openalex.org/W4398155693","https://openalex.org/W4400188734","https://openalex.org/W4401285524","https://openalex.org/W4403067091","https://openalex.org/W4414089870"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-02-20T00:00:00"}
