{"id":"https://openalex.org/W4408347293","doi":"https://doi.org/10.1109/icassp49660.2025.10888671","title":"Symmetric Bi-branch Modality-search Aggregation Network for Multi-modal Liver Segmentation","display_name":"Symmetric Bi-branch Modality-search Aggregation Network for Multi-modal Liver Segmentation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408347293","doi":"https://doi.org/10.1109/icassp49660.2025.10888671"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103081433","display_name":"Huaxiang Liu","orcid":"https://orcid.org/0000-0002-1243-7491"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaxiang Liu","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008412105","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-9034-4223"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["University of Posts and Telecommunications,School of Computer Science Chongqing,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Posts and Telecommunications,School of Computer Science Chongqing,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006210065","display_name":"Jie Jin","orcid":"https://orcid.org/0000-0001-8055-5265"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Jin","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051541605","display_name":"Youyao Fu","orcid":"https://orcid.org/0000-0001-6528-4807"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youyao Fu","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101891026","display_name":"Shiqing Zhang","orcid":"https://orcid.org/0000-0002-6690-3718"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqing Zhang","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050185819","display_name":"Wenbin Ji","orcid":"https://orcid.org/0000-0002-5964-9475"},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I4210158774","display_name":"Zhejiang Taizhou Hospital","ror":"https://ror.org/05m0wv206","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158774","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Ji","raw_affiliation_strings":["Taizhou Hospital,Radiology Department,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou Hospital,Radiology Department,Taizhou,China","institution_ids":["https://openalex.org/I27781120","https://openalex.org/I4210158774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462149","display_name":"Dandan Wang","orcid":"https://orcid.org/0000-0002-5490-3921"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dandan Wang","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058252636","display_name":"Jiangxiong Fang","orcid":"https://orcid.org/0000-0002-8960-9941"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangxiong Fang","raw_affiliation_strings":["Taizhou University,School of Electronics and Information,Taizhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou University,School of Electronics and Information,Taizhou,China","institution_ids":["https://openalex.org/I82760581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9639999866485596,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9639999866485596,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9218999743461609,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6334729194641113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6302701234817505},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5797038674354553},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5017790794372559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3423018455505371},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06611955165863037}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6334729194641113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6302701234817505},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5797038674354553},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5017790794372559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3423018455505371},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06611955165863037},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"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":15,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2464708700","https://openalex.org/W2751909359","https://openalex.org/W2962914239","https://openalex.org/W3007268491","https://openalex.org/W3014974815","https://openalex.org/W3126442124","https://openalex.org/W3128646645","https://openalex.org/W3156643720","https://openalex.org/W4210385745","https://openalex.org/W4212875960","https://openalex.org/W4386591605","https://openalex.org/W4390190771","https://openalex.org/W6750469568","https://openalex.org/W6790275670"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W627697492"],"abstract_inverted_index":{"Medical":[0],"image":[1],"segmentation":[2,128],"is":[3,92,132],"crucial":[4],"for":[5,109],"diagnosis":[6],"and":[7,23,29],"surgical":[8],"planning":[9],"of":[10,76],"liver":[11],"diseases.":[12],"The":[13,130],"existing":[14,125],"methods":[15],"mainly":[16],"focus":[17],"on":[18,117],"global":[19],"or":[20],"local":[21],"features":[22,62,104],"neglect":[24],"spatial":[25,67],"dependencies":[26],"among":[27],"modalities":[28],"blurred":[30],"boundaries.":[31],"To":[32,79],"tackle":[33],"these":[34],"challenges,":[35],"we":[36,46,95],"propose":[37],"a":[38,49,85],"symmetric":[39,50],"bi-branch":[40,103],"modality-search":[41],"aggregation":[42],"network":[43,51,123],"(SBMANet).":[44],"Specifically,":[45],"first":[47],"design":[48],"with":[52],"dual":[53],"encoder-decoder":[54],"structure.":[55],"Each":[56],"encoder":[57],"fuses":[58],"two":[59],"adjacent":[60],"modal":[61],"to":[63,105],"improve":[64],"the":[65,70,121,135],"intra-modal":[66],"information":[68],"while":[69],"decoder":[71],"can":[72],"achieve":[73],"accurate":[74],"localization":[75],"segmented":[77],"targets.":[78],"fully":[80],"exploit":[81],"multi-modal":[82],"inter-modal":[83],"dependencies,":[84],"hybrid":[86],"Hadamard":[87],"multimodal":[88],"fusion":[89],"module":[90,100],"(HHMF)":[91],"proposed.":[93],"Finally,":[94],"establish":[96],"an":[97],"adaptive":[98],"modality-channel-search":[99],"by":[101],"incorporating":[102],"automatically":[106],"compute":[107],"weights":[108],"each":[110],"channel":[111],"in":[112],"different":[113],"modalities.":[114],"Extensive":[115],"experiments":[116],"DLDS":[118],"demonstrate":[119],"that":[120],"proposed":[122],"outperforms":[124],"state-of-the-art":[126],"3D":[127],"networks.":[129],"code":[131],"available":[133],"at":[134],"website:":[136],"https://github.com/fangchj2002/SBMANet.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}