{"id":"https://openalex.org/W4401751671","doi":"https://doi.org/10.1109/isbi56570.2024.10635229","title":"Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation","display_name":"Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401751671","doi":"https://doi.org/10.1109/isbi56570.2024.10635229"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635229","doi":"https://doi.org/10.1109/isbi56570.2024.10635229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635229","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"IEEE International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/79a45216-3e74-423c-a861-9b8b59d8347c/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101153993","display_name":"Heng Zhan","orcid":"https://orcid.org/0009-0005-0658-9105","observed_orcids":["https://orcid.org/0009-0005-0658-9105"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhan Heng","raw_affiliation_strings":["University of New South Wales,School of Computer Science and Engineering,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Computer Science and Engineering,Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069777357","display_name":"Maurice Pagnucco","orcid":"https://orcid.org/0000-0001-7712-6646","observed_orcids":["https://orcid.org/0000-0001-7712-6646"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maurice Pagnucco","raw_affiliation_strings":["University of New South Wales,School of Computer Science and Engineering,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Computer Science and Engineering,Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023548565","display_name":"Erik H. W. Meijering","orcid":"https://orcid.org/0000-0001-8015-8358","observed_orcids":["https://orcid.org/0000-0001-8015-8358"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Erik Meijering","raw_affiliation_strings":["University of New South Wales,School of Computer Science and Engineering,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Computer Science and Engineering,Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041567418","display_name":"Yang Song","orcid":"https://orcid.org/0000-0003-1283-1672","observed_orcids":["https://orcid.org/0000-0003-1283-1672","https://orcid.org/0009-0008-7231-4275"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["University of New South Wales,School of Computer Science and Engineering,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Computer Science and Engineering,Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":2.4295,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86423288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0006000000284984708,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0,"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/vascular-topology","display_name":"vascular topology","score":0.7620000243186951},{"id":"https://openalex.org/keywords/persistent-homology","display_name":"persistent homology","score":0.9769999980926514},{"id":"https://openalex.org/keywords/topology-preservation","display_name":"topology preservation","score":0.699999988079071},{"id":"https://openalex.org/keywords/retinal-vessel-network","display_name":"retinal vessel network","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6363062858581543},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5882819890975952},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5440811514854431},{"id":"https://openalex.org/C50942859","wikidata":"https://www.wikidata.org/wiki/Q4967193","display_name":"Rectification","level":3,"score":0.5233377814292908},{"id":"https://openalex.org/C2910707947","wikidata":"https://www.wikidata.org/wiki/Q489722","display_name":"Retinal Artery","level":3,"score":0.4237414002418518},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.41646796464920044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924250602722168},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3818546235561371},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.34566372632980347},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31346309185028076},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1492307186126709},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11572346091270447},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07293295860290527},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635229","doi":"https://doi.org/10.1109/isbi56570.2024.10635229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635229","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"IEEE International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/106742","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/106742","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/79a45216-3e74-423c-a861-9b8b59d8347c/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 2024-05-27 - 2024-05-30","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/106742","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/106742","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/79a45216-3e74-423c-a861-9b8b59d8347c/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 2024-05-27 - 2024-05-30","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46810001134872437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401751671.pdf","grobid_xml":"https://content.openalex.org/works/W4401751671.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2097513933","https://openalex.org/W2270168057","https://openalex.org/W2884561390","https://openalex.org/W2911432702","https://openalex.org/W2916950160","https://openalex.org/W2949577571","https://openalex.org/W2962189327","https://openalex.org/W2967366674","https://openalex.org/W2979430722","https://openalex.org/W2980185997","https://openalex.org/W3010789210","https://openalex.org/W3096127685","https://openalex.org/W3098455240","https://openalex.org/W3159728757","https://openalex.org/W4200592928","https://openalex.org/W4225001000"],"related_works":["https://openalex.org/W4225001000","https://openalex.org/W7155185905","https://openalex.org/W3193497556","https://openalex.org/W7128806288","https://openalex.org/W3045588464","https://openalex.org/W4391623291","https://openalex.org/W3117249783","https://openalex.org/W2801356434","https://openalex.org/W4411533251","https://openalex.org/W4221149549"],"abstract_inverted_index":{"Retinal":[0],"artery/vein":[1],"(A/V)":[2],"segmentation":[3,16],"is":[4,17,38],"an":[5],"important":[6],"step":[7],"in":[8,50],"screening":[9],"various":[10],"diseases.":[11],"However,":[12],"accurate":[13],"retinal":[14],"A/V":[15,53,76],"still":[18],"a":[19,57,65,69,79],"challenging":[20],"task,":[21],"and":[22,48,78,93,105],"even":[23],"state-of-the-art":[24,111],"methods":[25],"often":[26],"fail":[27],"to":[28],"respect":[29],"the":[30,34,98,106],"correct":[31],"topology":[32,47,81],"of":[33,46,64],"vascular":[35,80],"structure,":[36],"which":[37],"crucial":[39],"for":[40,74],"clinical":[41],"application.":[42],"For":[43],"better":[44],"preservation":[45],"connectivity":[49],"fully":[51],"automated":[52],"segmentation,":[54,77],"we":[55],"propose":[56],"two-stage":[58],"deep":[59],"learning":[60],"framework":[61],"that":[62,97],"consists":[63],"multi-task":[66],"U-Net":[67],"with":[68],"customized":[70],"vessel":[71],"aggregation":[72],"module":[73],"initial":[75],"rectification":[82],"network":[83],"based":[84],"on":[85,90],"persistent":[86],"homology.":[87],"Extensive":[88],"experiments":[89],"public":[91],"DRIVE-AV":[92],"HRF-AV":[94],"datasets":[95],"show":[96],"proposed":[99],"method":[100],"delivers":[101],"competitive":[102],"pixel-level":[103],"accuracy":[104,109],"best":[107],"topology-level":[108],"against":[110],"methods.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-08-23T00:00:00"}