{"id":"https://openalex.org/W4322576907","doi":"https://doi.org/10.1109/tii.2023.3249904","title":"Dual-Branch TransV-Net for 3-D Echocardiography Segmentation","display_name":"Dual-Branch TransV-Net for 3-D Echocardiography Segmentation","publication_year":2023,"publication_date":"2023-02-27","ids":{"openalex":"https://openalex.org/W4322576907","doi":"https://doi.org/10.1109/tii.2023.3249904"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3249904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3249904","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5100662068","display_name":"Jiapeng Zhang","orcid":"https://orcid.org/0000-0003-0680-781X"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiapeng Zhang","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029032691","display_name":"Yongxiong Wang","orcid":"https://orcid.org/0000-0002-3242-0857"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxiong Wang","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398639","display_name":"Lijun Chen","orcid":"https://orcid.org/0000-0003-4691-3780"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210092101","display_name":"Shanghai Children's Medical Center","ror":"https://ror.org/00cd9s024","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092101"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Chen","raw_affiliation_strings":["Department of Pediatric Cardiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Pediatric Cardiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I4210092101","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339166","display_name":"Jinlong Liu","orcid":"https://orcid.org/0000-0001-9683-9043"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210092101","display_name":"Shanghai Children's Medical Center","ror":"https://ror.org/00cd9s024","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092101"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong Liu","raw_affiliation_strings":["Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Cardiothoracic Surgery, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I4210092101","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006332924","display_name":"Sunjie Zhang","orcid":"https://orcid.org/0000-0001-7648-2358"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sunjie Zhang","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000879177","display_name":"Zhiqun Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqun Pan","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048946940","display_name":"Zhe Wang","orcid":"https://orcid.org/0000-0002-6233-1927"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Wang","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028449038","display_name":"Zhenhui Tang","orcid":"https://orcid.org/0000-0002-8947-3431"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhui Tang","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068591883","display_name":"Ying Guo","orcid":"https://orcid.org/0000-0002-1299-2233"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Guo","raw_affiliation_strings":["Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100662068"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":null,"apc_paid":null,"fwci":2.6479,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91630924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"12","first_page":"11675","last_page":"11686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9979000091552734,"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":0.9979000091552734,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9861000180244446,"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47904956340789795},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4744231104850769},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4544622302055359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2873598635196686},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09683799743652344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47904956340789795},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4744231104850769},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4544622302055359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2873598635196686},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09683799743652344},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3249904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3249904","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G2227431561","display_name":null,"funder_award_id":"82001835","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4363192336","display_name":null,"funder_award_id":"81970439","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5319523439","display_name":null,"funder_award_id":"22ZR1443700","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2107500316","https://openalex.org/W2118291118","https://openalex.org/W2327084999","https://openalex.org/W2528570297","https://openalex.org/W2620296437","https://openalex.org/W2744773000","https://openalex.org/W2757282679","https://openalex.org/W2771027346","https://openalex.org/W2890955526","https://openalex.org/W2906274073","https://openalex.org/W2915232829","https://openalex.org/W2928961919","https://openalex.org/W2962914239","https://openalex.org/W2966052071","https://openalex.org/W2980095613","https://openalex.org/W2996290406","https://openalex.org/W3000109616","https://openalex.org/W3009563704","https://openalex.org/W3014974815","https://openalex.org/W3034400126","https://openalex.org/W3048223779","https://openalex.org/W3094502228","https://openalex.org/W3104783042","https://openalex.org/W3112701542","https://openalex.org/W3127751679","https://openalex.org/W3132346797","https://openalex.org/W3136424010","https://openalex.org/W3138127324","https://openalex.org/W3138516171","https://openalex.org/W3166468881","https://openalex.org/W3196691776","https://openalex.org/W3203480968","https://openalex.org/W4213019189","https://openalex.org/W4214819377","https://openalex.org/W4285259548","https://openalex.org/W4321232185","https://openalex.org/W4385245566","https://openalex.org/W6639824700","https://openalex.org/W6739901393","https://openalex.org/W6784333009","https://openalex.org/W6790275670","https://openalex.org/W6800735434"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,18,56,187,216,235],"left":[2,58,80,224],"and":[3,12,59,65,81,85,115,133,150,166,212,218,225],"right":[4,60,82,226],"ventricles":[5,83],"from":[6,76,163,208],"3-D":[7,32,53,73,178,205,241],"echocardiographic":[8,206],"images":[9,207],"is":[10,22,69,181],"premised":[11],"key":[13],"for":[14,24,238],"the":[15,57,126,134,143,152,161,164,184,188,193,213,223],"quantitative":[16],"analysis":[17],"cardiac":[19,26,210],"function,":[20],"which":[21],"important":[23],"pediatric":[25],"diagnosis.":[27],"Compared":[28],"with":[29,100,203],"2-D":[30],"echocardiography,":[31],"echocardiography":[33,74],"can":[34],"fully":[35],"represent":[36],"a":[37,52,63,105,177,200,236,239],"ventricular":[38,96],"structure":[39,190],"without":[40],"geometric":[41],"inference.":[42],"However,":[43],"it":[44],"usually":[45,91],"takes":[46,232],"experts":[47],"several":[48],"hours":[49],"to":[50,129,141,159,191],"obtain":[51],"segmentation":[54,67,89],"mask":[55],"ventricles.":[61],"Therefore,":[62],"fast":[64],"automatic":[66],"method":[68],"highly":[70],"desired.":[71],"Unfortunately,":[72],"suffers":[75],"low":[77],"contrast,":[78],"unclear":[79],"borders,":[84],"blind":[86,175],"zone.":[87],"Existing":[88],"methods":[90],"have":[92],"poor":[93],"performance":[94],"at":[95],"boundaries.":[97],"To":[98,147,169],"deal":[99],"these":[101],"problems,":[102],"we":[103],"propose":[104],"novel":[106],"dual-branch":[107,189],"TransV-Net":[108],"(DBTV).":[109],"DBTV":[110],"comprises":[111],"two":[112],"parallel,":[113],"interleaved,":[114],"relatively":[116],"independent":[117],"V-shaped":[118],"encoder\u2013decoder":[119],"branches.":[120,168],"The":[121],"main":[122,165],"branch":[123,136],"acts":[124,137],"on":[125,138,199],"original":[127],"data":[128],"extract":[130,142,192],"image":[131],"features,":[132],"auxiliary":[135,167],"edge":[139,145,153],"maps":[140],"additional":[144],"features.":[146],"suppress":[148],"noise":[149],"enhance":[151],"information,":[154],"extra":[155],"concatenations":[156],"are":[157,220],"added":[158],"bridge":[160],"features":[162],"reduce":[170],"object":[171],"missing":[172],"caused":[173],"by":[174],"zone,":[176],"transformer-based":[179],"module":[180],"proposed":[182],"in":[183,222],"bottom":[185],"layer":[186],"global":[194],"contexts.":[195],"We":[196],"do":[197],"experiments":[198],"self-collected":[201],"dataset":[202],"120":[204],"60":[209],"sequences,":[211],"dice":[214],"scores":[215],"0.913":[217],"0.880":[219],"obtained":[221],"ventricle":[227],"segments,":[228],"respectively.":[229],"Each":[230],"inference":[231],"about":[233],"two-thirds":[234],"second":[237],"single":[240],"frame.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}