{"id":"https://openalex.org/W4406271547","doi":"https://doi.org/10.1109/bibm62325.2024.10821869","title":"A Dual-Branch Network for Accurate Retinal Vessel Segmentation Combining Cross-Domain Features","display_name":"A Dual-Branch Network for Accurate Retinal Vessel Segmentation Combining Cross-Domain Features","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406271547","doi":"https://doi.org/10.1109/bibm62325.2024.10821869"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821869","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5108032420","display_name":"Yutong Zhang","orcid":"https://orcid.org/0009-0004-7493-4815"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Zhang","raw_affiliation_strings":["Chongqing University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039180924","display_name":"Jiang Zhong","orcid":"https://orcid.org/0000-0001-9614-6730"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Zhong","raw_affiliation_strings":["Chongqing University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029862133","display_name":"Qin Lei","orcid":"https://orcid.org/0000-0002-1340-5969"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Lei","raw_affiliation_strings":["Chongqing University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":1.0375,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82245956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3987","last_page":"3992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9620000123977661,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.737093448638916},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6658435463905334},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5767463445663452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47096899151802063},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45279985666275024},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4418773949146271},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4252896010875702},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3717636466026306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10474026203155518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.737093448638916},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6658435463905334},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5767463445663452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47096899151802063},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45279985666275024},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4418773949146271},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4252896010875702},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3717636466026306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10474026203155518},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821869","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":20,"referenced_works":["https://openalex.org/W1499225944","https://openalex.org/W1901129140","https://openalex.org/W2028365123","https://openalex.org/W2033723371","https://openalex.org/W2144801789","https://openalex.org/W2145305441","https://openalex.org/W2150769593","https://openalex.org/W2157807469","https://openalex.org/W2433259561","https://openalex.org/W2884436604","https://openalex.org/W2898910301","https://openalex.org/W2916842710","https://openalex.org/W2955058313","https://openalex.org/W3013766724","https://openalex.org/W3199590946","https://openalex.org/W3202006954","https://openalex.org/W4220953127","https://openalex.org/W4296057269","https://openalex.org/W4392202245","https://openalex.org/W6638444622"],"related_works":["https://openalex.org/W4387265590","https://openalex.org/W1995904975","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W2034516402","https://openalex.org/W3040090327","https://openalex.org/W2317351040","https://openalex.org/W2756647615","https://openalex.org/W83614871","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,31],"of":[2,129,140,160],"retinal":[3,114,154],"blood":[4],"vessels":[5],"is":[6],"crucial":[7],"for":[8],"diagnosing":[9],"and":[10,71,82,103,136,142,148],"treating":[11],"various":[12],"ophthalmic":[13],"conditions.":[14],"Although":[15],"existing":[16],"deep":[17],"learning":[18],"methods":[19],"have":[20],"shown":[21],"promising":[22,50],"results,":[23],"background":[24],"pixel":[25],"noise":[26],"in":[27,78,85],"images":[28,70,77],"often":[29],"affects":[30],"outcomes":[32],"to":[33,132,164],"varying":[34],"degrees.":[35],"Currently,":[36],"effectively":[37,93],"utilizing":[38],"features":[39,67],"from":[40,68,99,109],"different":[41],"domains":[42],"within":[43,113],"an":[44,47],"image":[45],"remains":[46],"underexplored":[48],"yet":[49],"research":[51],"direction.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,118],"propose":[57],"a":[58,86,120],"novel":[59],"dual-branch":[60],"network":[61],"architecture,":[62],"termed":[63],"LIONet,":[64],"which":[65],"extracts":[66],"RGB":[69,101],"Local":[72],"Intensity":[73],"Order":[74],"Transform":[75],"(LIOT)":[76],"two":[79],"separate":[80],"branches,":[81],"merges":[83],"them":[84],"Cross-Domain":[87],"Fusion":[88],"Module":[89,123],"(CDFM).":[90],"This":[91],"approach":[92,162],"combines":[94],"the":[95,100,104,110,126,138,158],"global":[96],"color":[97],"information":[98,108],"domain":[102,112],"local":[105],"intensity":[106],"variation":[107],"LIOT":[111],"vessel":[115,155],"images.":[116],"Additionally,":[117],"integrate":[119],"Residual":[121],"Excitation":[122],"(REM)":[124],"into":[125],"down-sampling":[127],"layers":[128],"each":[130],"branch":[131],"enhance":[133],"feature":[134],"representation":[135],"reduce":[137],"impact":[139],"redundant":[141],"irrelevant":[143],"information.":[144],"Detailed":[145],"result":[146],"analysis":[147],"comparisons":[149],"on":[150],"three":[151],"publicly":[152],"available":[153],"datasets":[156],"demonstrate":[157],"effectiveness":[159],"our":[161],"compared":[163],"state-of-the-art":[165],"methods.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}