{"id":"https://openalex.org/W7169796406","doi":"https://doi.org/10.1016/j.media.2026.104224","title":"S2DENet: Shallow suppression and deep enhancement network for general ultrasound image segmentation","display_name":"S2DENet: Shallow suppression and deep enhancement network for general ultrasound image segmentation","publication_year":2026,"publication_date":"2026-07-20","ids":{"openalex":"https://openalex.org/W7169796406","doi":"https://doi.org/10.1016/j.media.2026.104224","pmid":"https://pubmed.ncbi.nlm.nih.gov/42492403"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2026.104224","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104224","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":"https://openalex.org/A5103180273","display_name":"Xintao Pang","orcid":"https://orcid.org/0000-0002-6436-1919"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xintao Pang","raw_affiliation_strings":["Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China"],"raw_orcid":"https://orcid.org/0000-0002-6436-1919","affiliations":[{"raw_affiliation_string":"Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130073898","display_name":"Jinlin Yang","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":"Jinlin Yang","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, China"],"raw_orcid":"https://orcid.org/0009-0005-2027-5057","affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049053722","display_name":"Zhifan Gao","orcid":"https://orcid.org/0000-0002-1576-4439"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifan Gao","raw_affiliation_strings":["School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, 518107, China"],"raw_orcid":"https://orcid.org/0000-0002-1576-4439","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, 518107, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101722154","display_name":"Chuan Lin","orcid":"https://orcid.org/0000-0003-1779-1753"},"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":"Chuan Lin","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, China"],"raw_orcid":"https://orcid.org/0000-0003-1779-1753","affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141199008","display_name":"Yue Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yue Sun","raw_affiliation_strings":["Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141177680","display_name":"Shuo Li","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuo Li","raw_affiliation_strings":["School of Medicine, Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029008213","display_name":"Peter H. N. de With","orcid":"https://orcid.org/0000-0002-7639-7716"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter H.N. de With","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, 5600 MB, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, 5600 MB, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5141195182","display_name":"Tao Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Tao Tan","raw_affiliation_strings":["Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China. Electronic address: taotan@mpu.edu.mo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Medical Computing Laboratory, Faculty of Applied Sciences, Macao Polytechnic University, Macao Special Administrative Region of China. Electronic address: taotan@mpu.edu.mo","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4170,"currency":"USD","value_usd":4170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75095738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"113","issue":null,"first_page":"104224","last_page":"104224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.2231999933719635,"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":0.2231999933719635,"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":0.19110000133514404,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.12809999287128448,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.5440000295639038},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4530999958515167},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44920000433921814},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43140000104904175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42590001225471497},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.38850000500679016}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8155999779701233},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6884999871253967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6129999756813049},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5440000295639038},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4530999958515167},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44920000433921814},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43140000104904175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.38850000500679016},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.3312000036239624},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3262999951839447},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.25290000438690186}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.media.2026.104224","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104224","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:42492403","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42492403","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322397","display_name":"Instituto Polit\u00e9cnico de Macau","ror":"https://ror.org/02sf5td35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1979077262","https://openalex.org/W1988819287","https://openalex.org/W2068075086","https://openalex.org/W2095488888","https://openalex.org/W2114079675","https://openalex.org/W2116440302","https://openalex.org/W2194775991","https://openalex.org/W2744692634","https://openalex.org/W2783975527","https://openalex.org/W2799738340","https://openalex.org/W2804047627","https://openalex.org/W2883780447","https://openalex.org/W2888303187","https://openalex.org/W2913559493","https://openalex.org/W2915232829","https://openalex.org/W2953799556","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2982083293","https://openalex.org/W2991372685","https://openalex.org/W3007130352","https://openalex.org/W3013692475","https://openalex.org/W3014974815","https://openalex.org/W3025299467","https://openalex.org/W3149170955","https://openalex.org/W3179100238","https://openalex.org/W3217037671","https://openalex.org/W4214774769","https://openalex.org/W4285413153","https://openalex.org/W4310263635","https://openalex.org/W4310595042","https://openalex.org/W4312084891","https://openalex.org/W4312443924","https://openalex.org/W4319300975","https://openalex.org/W4319764655","https://openalex.org/W4321488077","https://openalex.org/W4384159609","https://openalex.org/W4385477073","https://openalex.org/W4385752982","https://openalex.org/W4386913388","https://openalex.org/W4388491525","https://openalex.org/W4391109864","https://openalex.org/W4392881389","https://openalex.org/W4393149370","https://openalex.org/W4402716243","https://openalex.org/W4409200385","https://openalex.org/W4409233481","https://openalex.org/W4409367393","https://openalex.org/W4409571887","https://openalex.org/W4413146796","https://openalex.org/W7114780502"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-07-21T00:00:00"}