{"id":"https://openalex.org/W4389543031","doi":"https://doi.org/10.1109/embc40787.2023.10341054","title":"MBD-Net: Multi-Branch Dilated Convolutional Network With Cyst Discriminator for Renal Multi-Structure Segmentation","display_name":"MBD-Net: Multi-Branch Dilated Convolutional Network With Cyst Discriminator for Renal Multi-Structure Segmentation","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389543031","doi":"https://doi.org/10.1109/embc40787.2023.10341054","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082702"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10341054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10341054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-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/A5100671452","display_name":"Yusheng Liu","orcid":"https://orcid.org/0009-0004-2624-9223"},"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":true,"raw_author_name":"Yusheng Liu","raw_affiliation_strings":["Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001704520","display_name":"Yingjie Zhao","orcid":"https://orcid.org/0000-0001-9892-3732"},"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":"Yingjie Zhao","raw_affiliation_strings":["Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068017913","display_name":"Meihuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meihuan Wang","raw_affiliation_strings":["Northeastern University,College of Medicine and Biological Information Engineering,Shenyang,China","College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University,College of Medicine and Biological Information Engineering,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064539334","display_name":"Yichao Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yichao Hao","raw_affiliation_strings":["The University of Sydney,School of Computer Science,Sydney,NSW,Australia,2006"],"affiliations":[{"raw_affiliation_string":"The University of Sydney,School of Computer Science,Sydney,NSW,Australia,2006","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046614213","display_name":"Xiuying Wang","orcid":"https://orcid.org/0000-0001-7160-5929"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuying Wang","raw_affiliation_strings":["The University of Sydney,School of Computer Science,Sydney,NSW,Australia,2006"],"affiliations":[{"raw_affiliation_string":"The University of Sydney,School of Computer Science,Sydney,NSW,Australia,2006","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100714002","display_name":"Lisheng Wang","orcid":"https://orcid.org/0000-0003-3234-7511"},"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":"Lisheng Wang","raw_affiliation_strings":["Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Automation, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100671452"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.7964,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77311096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10449","display_name":"Renal cell carcinoma treatment","score":0.9973999857902527,"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/T10449","display_name":"Renal cell carcinoma treatment","score":0.9973999857902527,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9952999949455261,"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":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846876740455627},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6060381531715393},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5826545357704163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5272354483604431},{"id":"https://openalex.org/keywords/kidney","display_name":"Kidney","score":0.49944615364074707},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.48070579767227173},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.4716182053089142},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.4474482834339142},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.38074275851249695},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36771076917648315},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17207536101341248}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846876740455627},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6060381531715393},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5826545357704163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5272354483604431},{"id":"https://openalex.org/C2780091579","wikidata":"https://www.wikidata.org/wiki/Q9377","display_name":"Kidney","level":2,"score":0.49944615364074707},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.48070579767227173},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.4716182053089142},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.4474482834339142},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38074275851249695},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36771076917648315},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17207536101341248},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072226","descriptor_name":"Computed Tomography Angiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003560","descriptor_name":"Cysts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003560","descriptor_name":"Cysts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003560","descriptor_name":"Cysts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003560","descriptor_name":"Cysts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003560","descriptor_name":"Cysts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10341054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10341054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082702","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082702","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W116922145","https://openalex.org/W2095488888","https://openalex.org/W2114079675","https://openalex.org/W2168553066","https://openalex.org/W2308039691","https://openalex.org/W2327128709","https://openalex.org/W2511037800","https://openalex.org/W2592939477","https://openalex.org/W2907093904","https://openalex.org/W2936835627","https://openalex.org/W3025299467","https://openalex.org/W3104785286","https://openalex.org/W3149170955","https://openalex.org/W4206841660","https://openalex.org/W4318147593","https://openalex.org/W4324121705","https://openalex.org/W6761320662"],"related_works":["https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W2387995142","https://openalex.org/W4380714744","https://openalex.org/W4319453655","https://openalex.org/W2089959425","https://openalex.org/W2057775761","https://openalex.org/W2964074194","https://openalex.org/W2800597160"],"abstract_inverted_index":{"In":[0,23],"surgery-based":[1,192],"renal":[2,37,92,182,193],"cancer":[3,194],"treatment,":[4],"one":[5],"of":[6,53,70],"the":[7,12,81,103,156,165,171],"most":[8],"essential":[9],"tasks":[10],"is":[11],"three-dimensional":[13],"(3D)":[14],"kidney":[15,41,158,188],"parsing":[16,189],"on":[17,127],"computed":[18],"tomography":[19],"angiography":[20],"(CTA)":[21],"images.":[22,49],"this":[24],"paper,":[25],"we":[26,58,100],"propose":[27,59],"an":[28,60],"end-to-end":[29],"convolutional":[30,77],"neural":[31],"network-based":[32],"framework":[33,176],"to":[34,106],"segment":[35,179],"multiple":[36],"structures,":[38,78,99],"including":[39],"kidneys,":[40,157,181],"tumors,":[42,159,183],"arteries,":[43,160,184],"and":[44,75,94,118,153,161,167,185],"veins":[45,162,186],"from":[46,110,132],"arterial-phase":[47],"CT":[48],"Our":[50],"method":[51],"consists":[52],"two":[54],"collaborative":[55],"modules:":[56],"First,":[57],"encoding-decoding":[61],"network,":[62],"named":[63],"Multi-Branch":[64],"Dilated":[65],"Convolutional":[66],"Network":[67],"(MBD-Net),":[68],"consisting":[69],"residual,":[71],"hybrid":[72],"dilated":[73],"convolutional,":[74],"reduced-dimensional":[76],"which":[79],"improves":[80],"feature":[82],"extraction":[83],"ability":[84],"with":[85,143],"relatively":[86],"fewer":[87],"network":[88],"parameters.":[89],"Given":[90],"that":[91],"tumors":[93,109],"cysts":[95,111],"have":[96,122],"confusing":[97],"geometric":[98],"also":[101],"design":[102],"Cyst":[104],"Discriminator":[105],"effectively":[107],"distinguish":[108],"without":[112],"labeling":[113],"information":[114],"via":[115],"gray-scale":[116],"curves":[117],"radiographic":[119],"features.":[120],"We":[121],"quantitatively":[123],"evaluated":[124],"our":[125],"approach":[126],"a":[128],"publicly":[129],"available":[130],"dataset":[131],"MICCAI":[133],"2022":[134],"Kidney":[135],"Parsing":[136],"for":[137,155,187],"Renal":[138],"Cancer":[139],"Treatment":[140],"Challenge":[141],"(KiPA2022),":[142],"mean":[144],"Dice":[145],"similarity":[146],"coefficient":[147],"(DSC)":[148],"as":[149],"96.18%,":[150],"90.99%,":[151],"88.66%":[152],"80.35%":[154],"respectively,":[163],"winning":[164],"stable":[166],"top":[168],"performance":[169],"in":[170],"challenge.Clinical":[172],"relevance-The":[173],"proposed":[174],"CNN-Based":[175],"can":[177],"automatically":[178],"3D":[180],"techniques,":[190],"benefiting":[191],"treatment.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}