{"id":"https://openalex.org/W7161790842","doi":"https://doi.org/10.1109/isbi61048.2026.11515788","title":"Dual-Network Semi-Supervised Framework for Carotid Plaque Ultrasound Analysis","display_name":"Dual-Network Semi-Supervised Framework for Carotid Plaque Ultrasound Analysis","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161790842","doi":"https://doi.org/10.1109/isbi61048.2026.11515788"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5136566793","display_name":"Zejun Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zejun Fu","raw_affiliation_strings":["School of Mathematics and Applied Mathematics, University of Nottingham Ningbo China,Ningbo,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Applied Mathematics, University of Nottingham Ningbo China,Ningbo,China","institution_ids":["https://openalex.org/I13591777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129598650","display_name":"Hongshun Ling","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]},{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongshun Ling","raw_affiliation_strings":["School of Biomedical Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649","https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136530933","display_name":"Jinjing Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]},{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjing Wu","raw_affiliation_strings":["School of Biomedical Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649","https://openalex.org/I174442536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100425676","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0002-9687-8293"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]},{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["School of Biomedical Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649","https://openalex.org/I174442536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5136566793"],"corresponding_institution_ids":["https://openalex.org/I13591777"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92506212,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.641700029373169,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.641700029373169,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.19769999384880066,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.01940000057220459,"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/ultrasound","display_name":"Ultrasound","score":0.3707999885082245},{"id":"https://openalex.org/keywords/carotid-arteries","display_name":"Carotid arteries","score":0.3158999979496002},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.27799999713897705},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.2662000060081482},{"id":"https://openalex.org/keywords/stenosis","display_name":"Stenosis","score":0.2522999942302704}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6944000124931335},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5170999765396118},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C2987047532","wikidata":"https://www.wikidata.org/wiki/Q214275","display_name":"Carotid arteries","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.2962999939918518},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2780007028","wikidata":"https://www.wikidata.org/wiki/Q2343082","display_name":"Stenosis","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C2908642093","wikidata":"https://www.wikidata.org/wiki/Q214275","display_name":"Carotid bifurcation","level":3,"score":0.23989999294281006},{"id":"https://openalex.org/C2988078883","wikidata":"https://www.wikidata.org/wiki/Q109374671","display_name":"Doppler ultrasound","level":2,"score":0.2362000048160553}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4621891975402832,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2565639579","https://openalex.org/W2734349601","https://openalex.org/W2889985731","https://openalex.org/W3091002423","https://openalex.org/W4409523259","https://openalex.org/W7117968851"],"related_works":[],"abstract_inverted_index":{"Accurately":[0],"identifying":[1],"carotid":[2,182],"artery":[3,183],"plaques":[4],"and":[5,17,29,35,55,88,117,122,127,136,154,173],"determining":[6],"how":[7],"dangerous":[8],"they":[9],"are":[10,120],"is":[11,59,107,188],"very":[12],"important":[13],"for":[14,81,95,130,177],"preventing":[15],"strokes":[16],"helping":[18],"doctors":[19],"make":[20],"decisions.":[21],"To":[22],"address":[23],"problems":[24],"like":[25],"limited":[26],"labeled":[27,75],"data":[28,87],"errors":[30,138],"caused":[31],"by":[32],"combining":[33],"segmentation":[34,51,111],"classification":[36,105],"in":[37,166],"existing":[38],"methods,":[39],"this":[40],"paper":[41],"presents":[42],"a":[43,50,63,71,82,102,155,171],"two-stage":[44],"approach.":[45],"In":[46,98,141],"the":[47,77,93,99,110,134,142,147,160,167,191],"first":[48],"stage,":[49,101],"model":[52,78],"using":[53],"EfficientNet-B4":[54],"feature":[56],"pyramid":[57],"network":[58],"applied,":[60],"along":[61],"with":[62,159],"semi-supervised":[64],"learning":[65],"method":[66,148],"that":[67],"uses":[68],"pseudo-labels.":[69],"With":[70],"small":[72],"amount":[73,84],"of":[74,85,152,157,181],"data,":[76],"generates":[79],"labels":[80],"large":[83],"unlabeled":[86],"trains":[89],"on":[90],"both,":[91],"reducing":[92],"need":[94],"extensive":[96],"labeling.":[97],"second":[100],"region-guided":[103],"four-branch":[104],"structure":[106],"introduced.":[108],"Using":[109],"results,":[112],"images":[113],"from":[114,139],"multiple":[115],"views":[116],"anatomical":[118],"regions":[119],"built,":[121],"separate":[123],"encoders":[124],"extract":[125],"features":[126],"combine":[128],"them":[129],"classification,":[131],"which":[132],"separates":[133],"tasks":[135],"prevents":[137],"spreading.":[140],"final":[143],"CSV":[144],"challenge":[145],"ranking,":[146],"achieved":[149],"an":[150],"F1-Score":[151],"37.91":[153],"seg-score":[156,161],"62.8,":[158],"reaching":[162],"state-of-the-art":[163],"(SOTA)":[164],"level":[165],"competition.":[168],"This":[169],"provides":[170],"reliable":[172],"efficient":[174],"technical":[175],"solution":[176],"automated":[178],"ultrasound":[179],"assessment":[180],"plaques.":[184],"The":[185],"complete":[186],"implementation":[187],"available":[189],"at":[190],"following":[192],"GitHub":[193],"repository:https://github.com/linghs/Carotid-Plaque-Assessment-CSV-Chanellge.":[194]},"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}