{"id":"https://openalex.org/W4415536788","doi":"https://doi.org/10.1145/3746027.3755513","title":"Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation","display_name":"Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation","publication_year":2025,"publication_date":"2025-10-25","ids":{"openalex":"https://openalex.org/W4415536788","doi":"https://doi.org/10.1145/3746027.3755513"},"language":null,"primary_location":{"id":"doi:10.1145/3746027.3755513","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746027.3755513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","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/A5007841226","display_name":"Lei Xie","orcid":"https://orcid.org/0000-0002-6086-4607"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Xie","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110365702","display_name":"Junxiong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxiong Huang","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100629982","display_name":"Yuanjing Feng","orcid":"https://orcid.org/0000-0002-9398-5456"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanjing Feng","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021979237","display_name":"Qingrun Zeng","orcid":"https://orcid.org/0000-0001-6485-8178"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingrun Zeng","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007841226"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46929741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1872","last_page":"1879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.7587000131607056},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.6262000203132629},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.6115999817848206},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5038999915122986},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.4787999987602234},{"id":"https://openalex.org/keywords/connectomics","display_name":"Connectomics","score":0.4702000021934509},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.38830000162124634},{"id":"https://openalex.org/keywords/diffusion-imaging","display_name":"Diffusion imaging","score":0.38580000400543213}],"concepts":[{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.7587000131607056},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.6262000203132629},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6115999817848206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.573199987411499},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5038999915122986},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.4787999987602234},{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.4702000021934509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4162999987602234},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3912999927997589},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C2992283565","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion imaging","level":4,"score":0.38580000400543213},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C2778034410","wikidata":"https://www.wikidata.org/wiki/Q180454","display_name":"Cranial nerves","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2757999897003174},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3746027.3755513","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746027.3755513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1979286792","https://openalex.org/W2084113628","https://openalex.org/W2130199747","https://openalex.org/W2149092213","https://openalex.org/W2326062726","https://openalex.org/W2340772677","https://openalex.org/W2523701710","https://openalex.org/W2561430611","https://openalex.org/W2607418021","https://openalex.org/W2803890652","https://openalex.org/W2842151067","https://openalex.org/W2902570556","https://openalex.org/W2936256001","https://openalex.org/W2954275678","https://openalex.org/W2977883299","https://openalex.org/W2998785664","https://openalex.org/W3034552520","https://openalex.org/W3036917284","https://openalex.org/W3094350435","https://openalex.org/W3161253668","https://openalex.org/W3198044717","https://openalex.org/W4210800602","https://openalex.org/W4220855146","https://openalex.org/W4319871981","https://openalex.org/W4385756548","https://openalex.org/W4399537537","https://openalex.org/W4401749580"],"related_works":[],"abstract_inverted_index":{"The":[0,74],"parcellation":[1,25,157],"of":[2,20,45,54,77,83,86,148],"Cranial":[3],"Nerves":[4],"(CNs)":[5],"serves":[6],"as":[7],"a":[8,63,107],"crucial":[9],"quantitative":[10],"methodology":[11],"for":[12,70],"evaluating":[13],"the":[14,81,127,146],"morphological":[15],"characteristics":[16],"and":[17,39,95,120],"anatomical":[18],"pathways":[19],"specific":[21],"CNs.":[22],"Multi-modal":[23],"CNs":[24,72,87,156],"networks":[26],"have":[27],"achieved":[28],"promising":[29],"segmentation":[30],"performance,":[31],"which":[32],"combine":[33],"structural":[34,118],"Magnetic":[35],"Resonance":[36],"Imaging":[37],"(MRI)":[38],"diffusion":[40,46,121],"MRI.":[41,122],"However,":[42],"insufficient":[43],"exploration":[44],"MRI":[47,119],"information":[48,115],"has":[49],"led":[50],"to":[51,112,139],"low":[52],"performance":[53,136],"existing":[55],"multi-modal":[56,71],"fusion.":[57],"In":[58],"this":[59],"work,":[60],"we":[61,105],"propose":[62],"tractography-guided":[64],"Dual-label":[65],"Collaborative":[66],"Learning":[67],"Network":[68],"(DCLNet)":[69],"parcellation.":[73],"key":[75],"contribution":[76],"our":[78],"DCLNet":[79],"is":[80],"introduction":[82],"coarse":[84],"labels":[85,100],"obtained":[88],"from":[89],"fiber":[90],"tractography":[91],"through":[92],"CN":[93],"atlas,":[94],"collaborative":[96],"learning":[97],"with":[98],"precise":[99],"annotated":[101],"by":[102],"experts.":[103],"Meanwhile,":[104],"introduce":[106],"Modality-adaptive":[108],"Encoder":[109],"Module":[110],"(MEM)":[111],"achieve":[113],"soft":[114],"swapping":[116],"between":[117],"Extensive":[123],"experiments":[124],"conducted":[125],"on":[126],"publicly":[128],"available":[129],"Human":[130],"Connectome":[131],"Project":[132],"(HCP)":[133],"dataset":[134],"demonstrate":[135],"improvements":[137],"compared":[138],"single-label":[140],"network.":[141],"This":[142],"systematic":[143],"validation":[144],"underscores":[145],"effectiveness":[147],"dual-label":[149],"strategies":[150],"in":[151,155],"addressing":[152],"inherent":[153],"ambiguities":[154],"tasks.":[158]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-25T00:00:00"}
