{"id":"https://openalex.org/W4386352639","doi":"https://doi.org/10.1109/isbi53787.2023.10230354","title":"SFB-net for Cardiac Segmentation: Bridging the Semantic Gap with Attention","display_name":"SFB-net for Cardiac Segmentation: Bridging the Semantic Gap with Attention","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386352639","doi":"https://doi.org/10.1109/isbi53787.2023.10230354"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230354","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.18503","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092819668","display_name":"Nicolas Portal","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210150358","display_name":"Institut Syst\u00e8mes Intelligents et de Robotique","ror":"https://ror.org/05neq8668","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210150358","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Portal","raw_affiliation_strings":["Sorbonne Universit&#x00E9;,CNRS, INSERM, Institut des Syst&#x00E8;mes Intelligents et de Robotique,Paris,France,F-75005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;,CNRS, INSERM, Institut des Syst&#x00E8;mes Intelligents et de Robotique,Paris,France,F-75005","institution_ids":["https://openalex.org/I4210150358","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019742391","display_name":"Nadjia Kachenoura","orcid":"https://orcid.org/0000-0002-5269-3246"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadjia Kachenoura","raw_affiliation_strings":["Sorbonne Universit&#x00E9;,CNRS, INSERM, Laboratoire d&#x2019;Imagerie Biom&#x00E9;dicale,Paris,France,F-75006"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;,CNRS, INSERM, Laboratoire d&#x2019;Imagerie Biom&#x00E9;dicale,Paris,France,F-75006","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047894074","display_name":"Thomas Dietenbeck","orcid":"https://orcid.org/0000-0001-5643-0497"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Dietenbeck","raw_affiliation_strings":["Sorbonne Universit&#x00E9;,CNRS, INSERM, Laboratoire d&#x2019;Imagerie Biom&#x00E9;dicale,Paris,France,F-75006"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;,CNRS, INSERM, Laboratoire d&#x2019;Imagerie Biom&#x00E9;dicale,Paris,France,F-75006","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005922530","display_name":"Catherine Achard","orcid":"https://orcid.org/0000-0002-5790-0830"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210150358","display_name":"Institut Syst\u00e8mes Intelligents et de Robotique","ror":"https://ror.org/05neq8668","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210150358","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Catherine Achard","raw_affiliation_strings":["Sorbonne Universit&#x00E9;,CNRS, INSERM, Institut des Syst&#x00E8;mes Intelligents et de Robotique,Paris,France,F-75005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;,CNRS, INSERM, Institut des Syst&#x00E8;mes Intelligents et de Robotique,Paris,France,F-75005","institution_ids":["https://openalex.org/I4210150358","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1025,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39871485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9513999819755554,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9289000034332275,"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/bridging","display_name":"Bridging (networking)","score":0.8930191397666931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5870370864868164},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5859466195106506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.417908638715744},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3612021207809448},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07381996512413025}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8930191397666931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5870370864868164},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5859466195106506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.417908638715744},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3612021207809448},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07381996512413025}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230354","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2410.18503","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.18503","pdf_url":"https://arxiv.org/pdf/2410.18503","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04747101v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04747101","pdf_url":"https://hal.science/hal-04747101/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Apr 2023, Cartagena, Colombia. pp.1-5, &#x27E8;10.1109/ISBI53787.2023.10230354&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.18503","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.18503","pdf_url":"https://arxiv.org/pdf/2410.18503","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7342744906","display_name":null,"funder_award_id":"965286","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386352639.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2798122215","https://openalex.org/W2804047627","https://openalex.org/W2884436604","https://openalex.org/W2899663614","https://openalex.org/W2955058313","https://openalex.org/W2963046541","https://openalex.org/W2963536842","https://openalex.org/W3094502228","https://openalex.org/W3126688840","https://openalex.org/W3127150141","https://openalex.org/W3127275508","https://openalex.org/W3127422557","https://openalex.org/W3127751679","https://openalex.org/W3128746518","https://openalex.org/W3128893301","https://openalex.org/W3138516171","https://openalex.org/W3160284783","https://openalex.org/W3171087525","https://openalex.org/W3172614365","https://openalex.org/W3197957534","https://openalex.org/W3198035652","https://openalex.org/W3200379731","https://openalex.org/W3204614423","https://openalex.org/W3215712933","https://openalex.org/W4212875960","https://openalex.org/W4221163766","https://openalex.org/W4289489408","https://openalex.org/W6639824700","https://openalex.org/W6753182481","https://openalex.org/W6755875945","https://openalex.org/W6785282256","https://openalex.org/W6787397950","https://openalex.org/W6788206105","https://openalex.org/W6789891674","https://openalex.org/W6790841944","https://openalex.org/W6796931752","https://openalex.org/W6798616986"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0,36],"the":[1,45,70,73,76,89,102,106,128,133],"past":[2],"few":[3],"years,":[4],"deep":[5],"learning":[6],"algorithms":[7],"have":[8],"been":[9],"widely":[10],"used":[11,64],"for":[12],"cardiac":[13],"image":[14],"segmentation.":[15],"However,":[16],"most":[17],"of":[18,54,72,97,108,124],"these":[19],"architectures":[20],"rely":[21],"on":[22,82,101,117,127],"convolutions":[23],"that":[24,132],"hardly":[25],"model":[26],"long-range":[27],"dependencies,":[28],"limiting":[29],"their":[30],"ability":[31],"to":[32,38,65,80,138],"extract":[33],"contextual":[34],"information.":[35],"order":[37],"tackle":[39],"this":[40,42,111,118],"issue,":[41],"article":[43],"introduces":[44],"Swin":[46],"Filtering":[47],"Block":[48],"network":[49],"(SFB-net)":[50],"which":[51],"takes":[52],"advantage":[53],"both":[55],"conventional":[56],"and":[57,91,143],"swin":[58],"transformer":[59],"layers.":[60],"The":[61,120],"former":[62],"are":[63,78],"introduce":[66],"spatial":[67],"attention":[68],"at":[69],"bottom":[71],"network,":[74],"while":[75],"latter":[77],"applied":[79],"focus":[81],"high":[83],"level":[84],"semantically":[85],"rich":[86],"features":[87],"between":[88],"encoder":[90],"decoder.":[92],"An":[93],"average":[94,121],"Dice":[95,122],"score":[96,123],"92.4":[98],"was":[99],"achieved":[100],"ACDC":[103],"dataset.":[104,119],"To":[105],"best":[107],"our":[109],"knowledge,":[110],"result":[112],"outperforms":[113],"any":[114],"other":[115],"work":[116],"87.99":[125],"obtained":[126],"M&M\u2019s":[129],"dataset":[130],"demonstrates":[131],"proposed":[134],"method":[135],"generalizes":[136],"well":[137],"data":[139],"from":[140],"different":[141],"vendors":[142],"centres.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2023-09-02T00:00:00"}
