{"id":"https://openalex.org/W3011598382","doi":"https://doi.org/10.1109/tmi.2020.2980117","title":"Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel","display_name":"Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel","publication_year":2020,"publication_date":"2020-03-11","ids":{"openalex":"https://openalex.org/W3011598382","doi":"https://doi.org/10.1109/tmi.2020.2980117","mag":"3011598382","pmid":"https://pubmed.ncbi.nlm.nih.gov/32167888"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2020.2980117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2020.2980117","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-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/A5100449952","display_name":"Zhiwei Wang","orcid":"https://orcid.org/0000-0002-1612-8573"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei Wang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101902422","display_name":"Xixi Jiang","orcid":"https://orcid.org/0000-0002-4644-8690"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xixi Jiang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032552506","display_name":"Jingen Liu","orcid":"https://orcid.org/0000-0003-3133-3644"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingen Liu","raw_affiliation_strings":["JD AI Research, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"JD AI Research, Mountain View, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077687075","display_name":"Kwang\u2010Ting Cheng","orcid":"https://orcid.org/0000-0002-3885-4912"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kwang-Ting Cheng","raw_affiliation_strings":["School of Engineering, The Hong Kong University of Science and Technology, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088751649","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0001-6252-1061"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100449952"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":2.3417,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90754843,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"39","issue":"9","first_page":"2904","last_page":"2919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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":1.0,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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":0.7353455424308777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6509254574775696},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5788487792015076},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.577880859375},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.47889629006385803},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46023157238960266},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4572242796421051},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4504094421863556},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4240562915802002},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.417710542678833},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3266092538833618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10100340843200684},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07872924208641052},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.07793623208999634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7353455424308777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6509254574775696},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5788487792015076},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.577880859375},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.47889629006385803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46023157238960266},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4572242796421051},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4504094421863556},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4240562915802002},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.417710542678833},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3266092538833618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10100340843200684},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07872924208641052},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.07793623208999634},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005654","descriptor_name":"Fundus Oculi","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012161","descriptor_name":"Retinal Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012161","descriptor_name":"Retinal Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012161","descriptor_name":"Retinal Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012169","descriptor_name":"Retinal Vein","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tmi.2020.2980117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2020.2980117","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:32167888","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32167888","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-104479","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2020&rft.spage=&rft.aulast=Wang&rft.aufirst=Zhiwei&rft.atitle=Multi-task+Siamese+Network+for+Retinal+Artery%2FVein+Separation+via+Deep+Convolution+along+Vessel&rft.title=IEEE+Transactions+on+Medical+Imaging","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:repository.ust.hk:1783.1-104479","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-104479","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1984850992","display_name":null,"funder_award_id":"2020kfyXGYJ026","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1994964318","display_name":null,"funder_award_id":"22019kfyRCPY118","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4991219617","display_name":null,"funder_award_id":"61872417","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W5118672","https://openalex.org/W1903029394","https://openalex.org/W1968535857","https://openalex.org/W1981934656","https://openalex.org/W2002861350","https://openalex.org/W2004862390","https://openalex.org/W2055738078","https://openalex.org/W2064376476","https://openalex.org/W2066975985","https://openalex.org/W2072684660","https://openalex.org/W2084073283","https://openalex.org/W2096733369","https://openalex.org/W2100756624","https://openalex.org/W2117935664","https://openalex.org/W2120287738","https://openalex.org/W2124592697","https://openalex.org/W2135732838","https://openalex.org/W2137055403","https://openalex.org/W2138621090","https://openalex.org/W2150769593","https://openalex.org/W2152575748","https://openalex.org/W2170432751","https://openalex.org/W2174711832","https://openalex.org/W2194775991","https://openalex.org/W2202170526","https://openalex.org/W2444060082","https://openalex.org/W2527341761","https://openalex.org/W2559384119","https://openalex.org/W2570247064","https://openalex.org/W2571752619","https://openalex.org/W2665866248","https://openalex.org/W2735995851","https://openalex.org/W2750113637","https://openalex.org/W2763797438","https://openalex.org/W2774327564","https://openalex.org/W2774995168","https://openalex.org/W2807635303","https://openalex.org/W2808272537","https://openalex.org/W2890285265","https://openalex.org/W2891656998","https://openalex.org/W2908025390","https://openalex.org/W2915212708","https://openalex.org/W2921406441","https://openalex.org/W2954313386","https://openalex.org/W2963199420","https://openalex.org/W2980269695","https://openalex.org/W3099206234","https://openalex.org/W3100870891","https://openalex.org/W3103010481","https://openalex.org/W3152330821","https://openalex.org/W6727596319","https://openalex.org/W6731566461","https://openalex.org/W6740879895","https://openalex.org/W6746817973"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W2394034517","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W3044879582","https://openalex.org/W2045010375","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2471181682","https://openalex.org/W2012019886"],"abstract_inverted_index":{"Vascular":[0],"tree":[1],"disentanglement":[2],"and":[3,28,40,60,100,135,167,201,215,256],"vessel":[4,38,165,195,226],"type":[5,69],"classification":[6],"are":[7,57,89],"two":[8,25,55,105,132,208,232],"crucial":[9],"steps":[10],"of":[11,37,85,113,118,175,194,206,231,253],"the":[12,54,67,83,104,131,156,168,173,204,222,229],"graph-based":[13],"method":[14,248],"for":[15,103,142],"retinal":[16],"artery-vein":[17],"(A/V)":[18],"separation.":[19,115,145,242],"Existing":[20],"approaches":[21],"treat":[22],"them":[23,48],"as":[24],"independent":[26],"tasks":[27,56,106,133,233],"mostly":[29],"rely":[30],"on":[31,94,258],"ad":[32],"hoc":[33],"rules":[34],"(e.g.":[35,43],"change":[36],"directions)":[39],"hand-crafted":[41],"features":[42,99,141,158,170,199,217],"color,":[44],"thickness)":[45],"to":[46,81,91,109,129,154,186,220,238],"handle":[47],"respectively.":[49],"However,":[50],"we":[51,147],"argue":[52],"that":[53,88,246],"highly":[58,73],"correlated":[59],"should":[61],"be":[62],"handled":[63],"jointly":[64,134],"since":[65],"knowing":[66],"A/V":[68,114,144,192,241],"can":[70,249],"unravel":[71],"those":[72],"entangled":[74],"vascular":[75],"trees,":[76],"which":[77,127,266],"in":[78,178,218],"turn":[79],"helps":[80],"infer":[82],"types":[84,193],"connected":[86,209],"vessels":[87],"hard":[90],"classify":[92],"based":[93],"only":[95],"appearance.":[96],"Therefore,":[97],"designing":[98],"models":[101],"isolatedly":[102],"often":[107],"leads":[108],"a":[110,123,161],"suboptimal":[111],"solution":[112],"In":[116],"view":[117],"this,":[119],"this":[120],"paper":[121],"proposes":[122],"multi-task":[124],"siamese":[125,181],"network":[126,182],"aims":[128],"learn":[130,187],"thus":[136],"yields":[137],"more":[138],"robust":[139],"deep":[140],"accurate":[143],"Specifically,":[146],"first":[148],"introduce":[149],"Convolution":[150],"Along":[151],"Vessel":[152],"(CAV)":[153],"extract":[155],"visual":[157,198,214],"by":[159,171,211],"convolving":[160],"fundus":[162],"image":[163],"along":[164],"segments,":[166],"geometric":[169,216],"tracking":[172],"directions":[174],"blood":[176],"flow":[177],"vessels.":[179],"The":[180],"is":[183],"then":[184],"trained":[185],"multiple":[188],"tasks:":[189],"i)":[190],"classifying":[191],"segments":[196,210],"using":[197],"only,":[200],"ii)":[202],"estimating":[203],"similarity":[205],"every":[207],"comparing":[212],"their":[213],"order":[219],"disentangle":[221],"vasculature":[223],"into":[224],"individual":[225],"trees.":[227],"Finally,":[228],"results":[230,244],"mutually":[234],"correct":[235],"each":[236],"other":[237],"accomplish":[239],"final":[240],"Experimental":[243],"demonstrate":[245],"our":[247],"achieve":[250],"accuracy":[251],"values":[252],"94.7%,":[254],"96.9%,":[255],"94.5%":[257],"three":[259],"major":[260],"databases":[261],"(DRIVE,":[262],"INSPIRE,":[263],"WIDE)":[264],"respectively,":[265],"outperforms":[267],"recent":[268],"state-of-the-arts.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
