{"id":"https://openalex.org/W4386282969","doi":"https://doi.org/10.1016/j.media.2023.102937","title":"YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation","display_name":"YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4386282969","doi":"https://doi.org/10.1016/j.media.2023.102937","pmid":"https://pubmed.ncbi.nlm.nih.gov/37672901"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2023.102937","doi":"https://doi.org/10.1016/j.media.2023.102937","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2023.102937","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-1","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.techrxiv.org/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161/3/files/40522499.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100459666","display_name":"Li Lin","orcid":"https://orcid.org/0000-0002-9789-0825","observed_orcids":["https://orcid.org/0000-0002-9789-0825"]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Li Lin","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China","Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China"],"raw_orcid":"https://orcid.org/0000-0002-9789-0825","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037672272","display_name":"Linkai Peng","orcid":"https://orcid.org/0009-0008-4807-0397","observed_orcids":["https://orcid.org/0009-0008-4807-0397"]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linkai Peng","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100922886","display_name":"Huaqing He","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaqing He","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025516568","display_name":"Pujin Cheng","orcid":"https://orcid.org/0009-0000-4844-5146","observed_orcids":["https://orcid.org/0009-0000-4844-5146"]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pujin Cheng","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064221165","display_name":"Jiewei Wu","orcid":"https://orcid.org/0000-0003-0555-6086","observed_orcids":["https://orcid.org/0000-0003-0555-6086"]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiewei Wu","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110692625","display_name":"Kenneth K. Y. Wong","orcid":"https://orcid.org/0000-0003-3668-3539","observed_orcids":["https://orcid.org/0000-0003-3668-3539"]},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kenneth K.Y. Wong","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-3668-3539","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001406512","display_name":"Xiaoying Tang","orcid":"https://orcid.org/0000-0002-9610-0318","observed_orcids":["https://orcid.org/0000-0002-9610-0318"]},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoying Tang","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China. Electronic address: tangxy@sustech.edu.cn","Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China. Electronic address: tangxy@sustech.edu.cn","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001406512"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":{"value":3970,"currency":"USD","value_usd":3970},"apc_paid":null,"fwci":4.4504,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95826018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"90","issue":null,"first_page":"102937","last_page":"102937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.6195999979972839,"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":0.6195999979972839,"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":0.23659999668598175,"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":0.11159999668598175,"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/weakly-supervised-segmentation","display_name":"weakly supervised segmentation","score":0.8420000076293945},{"id":"https://openalex.org/keywords/vessel-segmentation","display_name":"vessel segmentation","score":0.722000002861023},{"id":"https://openalex.org/keywords/synthetic-image-generation","display_name":"synthetic image generation","score":0.6200000047683716},{"id":"https://openalex.org/keywords/contrastive-learning","display_name":"contrastive learning","score":0.7580000162124634},{"id":"https://openalex.org/keywords/background-inpainting","display_name":"background inpainting","score":0.656000018119812},{"id":"https://openalex.org/keywords/synthetic-dataset","display_name":"synthetic dataset","score":0.3100000023841858},{"id":"https://openalex.org/keywords/optical-coherence-tomography-angiography","display_name":"optical coherence tomography angiography","score":0.5049999952316284},{"id":"https://openalex.org/keywords/retinal-vessels","display_name":"retinal vasculature","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8004567623138428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7424575090408325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.708206832408905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5416264533996582},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5042480230331421},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.43829020857810974},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32641276717185974},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":10,"locations":[{"id":"doi:10.1016/j.media.2023.102937","doi":"https://doi.org/10.1016/j.media.2023.102937","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2023.102937","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-1","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},{"id":"doi:10.36227/techrxiv.21805161","doi":"https://doi.org/10.36227/techrxiv.21805161","is_oa":true,"landing_page_url":"https://doi.org/10.36227/techrxiv.21805161","pdf_url":"https://www.techrxiv.org/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161/3/files/40522499.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"TechRxiv","raw_type":"posted-content"},{"id":"doi:10.36227/techrxiv.21805161.v1","doi":"https://doi.org/10.36227/techrxiv.21805161.v1","is_oa":true,"landing_page_url":"https://doi.org/10.36227/techrxiv.21805161.v1","pdf_url":"https://www.techrxiv.org/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161/1/files/38693064.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"doi:10.36227/techrxiv.21805161.v2","doi":"https://doi.org/10.36227/techrxiv.21805161.v2","is_oa":true,"landing_page_url":"http://dx.doi.org/10.36227/techrxiv.21805161.v2","pdf_url":"https://www.techrxiv.org/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161/2/files/38944418.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"doi:10.36227/techrxiv.21805161.v3","doi":"https://doi.org/10.36227/techrxiv.21805161.v3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.36227/techrxiv.21805161.v3","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmid:37672901","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37672901","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,"listed_in":[],"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":"Medical image analysis","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2212.05566","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.05566","pdf_url":"https://arxiv.org/pdf/2212.05566","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:figshare.com:article/21805161","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:hub.hku.hk:10722/348481","doi":null,"is_oa":true,"landing_page_url":"https://hub.hku.hk/handle/10722/348481","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"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":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2212.05566","doi":"https://doi.org/10.48550/arxiv.2212.05566","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2212.05566","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.36227/techrxiv.21805161","doi":"https://doi.org/10.36227/techrxiv.21805161","is_oa":true,"landing_page_url":"https://doi.org/10.36227/techrxiv.21805161","pdf_url":"https://www.techrxiv.org/articles/preprint/YoloCurvSeg_You_Only_Label_One_Noisy_Skeleton_for_Vessel-style_Curvilinear_Structure_Segmentation/21805161/3/files/40522499.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"TechRxiv","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324873","display_name":"South University of Science and Technology of China","ror":"https://ror.org/049tv2d57"},{"id":"https://openalex.org/F4320327605","display_name":"Southern University of Science and Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386282969.pdf"},"referenced_works_count":107,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1970072800","https://openalex.org/W1975687312","https://openalex.org/W1980976193","https://openalex.org/W2015159529","https://openalex.org/W2033723371","https://openalex.org/W2036166601","https://openalex.org/W2073128615","https://openalex.org/W2105685332","https://openalex.org/W2109095081","https://openalex.org/W2121913681","https://openalex.org/W2125637308","https://openalex.org/W2129534965","https://openalex.org/W2133810181","https://openalex.org/W2145305441","https://openalex.org/W2145494108","https://openalex.org/W2150769593","https://openalex.org/W2163344010","https://openalex.org/W2186222003","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2295526923","https://openalex.org/W2331128040","https://openalex.org/W2337429362","https://openalex.org/W2552465644","https://openalex.org/W2585386021","https://openalex.org/W2593414223","https://openalex.org/W2606663706","https://openalex.org/W2732026016","https://openalex.org/W2752237898","https://openalex.org/W2760122612","https://openalex.org/W2761299546","https://openalex.org/W2768346313","https://openalex.org/W2799738340","https://openalex.org/W2803187616","https://openalex.org/W2810924486","https://openalex.org/W2891656998","https://openalex.org/W2895693960","https://openalex.org/W2946948417","https://openalex.org/W2950623159","https://openalex.org/W2953122916","https://openalex.org/W2962793481","https://openalex.org/W2963198662","https://openalex.org/W2963735582","https://openalex.org/W2963800363","https://openalex.org/W2963981733","https://openalex.org/W2968696051","https://openalex.org/W2976295171","https://openalex.org/W2979492950","https://openalex.org/W2979770789","https://openalex.org/W2995059005","https://openalex.org/W2996594166","https://openalex.org/W2998240002","https://openalex.org/W3005680577","https://openalex.org/W3008488515","https://openalex.org/W3010789210","https://openalex.org/W3014974815","https://openalex.org/W3021034461","https://openalex.org/W3036167779","https://openalex.org/W3037375751","https://openalex.org/W3081010996","https://openalex.org/W3091211922","https://openalex.org/W3091593480","https://openalex.org/W3094059395","https://openalex.org/W3096831136","https://openalex.org/W3103556460","https://openalex.org/W3105377477","https://openalex.org/W3108316907","https://openalex.org/W3113013200","https://openalex.org/W3127751679","https://openalex.org/W3129501203","https://openalex.org/W3135073716","https://openalex.org/W3152004749","https://openalex.org/W3164697926","https://openalex.org/W3167306551","https://openalex.org/W3172681723","https://openalex.org/W3199003182","https://openalex.org/W3199551447","https://openalex.org/W3199556854","https://openalex.org/W3202498229","https://openalex.org/W3202802159","https://openalex.org/W3203049650","https://openalex.org/W3204614423","https://openalex.org/W3207948098","https://openalex.org/W3210871319","https://openalex.org/W3213960904","https://openalex.org/W4212842308","https://openalex.org/W4224932917","https://openalex.org/W4224998916","https://openalex.org/W4226443307","https://openalex.org/W4229082028","https://openalex.org/W4244955044","https://openalex.org/W4245804068","https://openalex.org/W4253782671","https://openalex.org/W4281253380","https://openalex.org/W4281489883","https://openalex.org/W4293812268","https://openalex.org/W4295747380","https://openalex.org/W4297808394","https://openalex.org/W4300223854","https://openalex.org/W4313151123","https://openalex.org/W4321232185","https://openalex.org/W4323697151","https://openalex.org/W4387642396","https://openalex.org/W6766943809","https://openalex.org/W6779797660","https://openalex.org/W6810175863"],"related_works":["https://openalex.org/W4281253380","https://openalex.org/W4399600776","https://openalex.org/W4390873241","https://openalex.org/W7138324614","https://openalex.org/W4416972417","https://openalex.org/W7137862888","https://openalex.org/W4220953127","https://openalex.org/W4212842308","https://openalex.org/W4246600043","https://openalex.org/W6941312108"],"abstract_inverted_index":{"Weakly-supervised":[0],"learning":[1,150],"(WSL)":[2],"has":[3,26],"been":[4],"proposed":[5,194],"to":[6,45],"alleviate":[7],"the":[8,32,46,119,168,185,209,235,244],"conflict":[9],"between":[10],"data":[11],"annotation":[12,227],"cost":[13,169],"and":[14,25,82,144,161,188,206,208,232,251],"model":[15],"performance":[16,246],"through":[17,122,145],"employing":[18],"sparsely-grained":[19],"(i.e.,":[20],"point-,":[21],"box-,":[22],"scribble-wise)":[23],"supervision":[24],"shown":[27],"promising":[28],"performance,":[29],"particularly":[30],"in":[31],"image":[33,107,114],"segmentation":[34,65,93,163,217],"field.":[35],"However,":[36],"it":[37],"is":[38,106,165,182,196],"still":[39],"a":[40,52,89,110,138,146,155,174,180],"very":[41,74,101],"challenging":[42],"task":[43],"due":[44],"limited":[47],"supervision,":[48],"especially":[49],"when":[50],"only":[51,171,223],"small":[53],"number":[54],"of":[55,104,170,234,243],"labeled":[56],"samples":[57],"are":[58,67,73,129],"available.":[59],"Additionally,":[60],"almost":[61],"all":[62],"existing":[63],"WSL":[64,216],"methods":[66,218],"designed":[68],"for":[69,95],"star-convex":[70],"structures":[71,78],"which":[72],"different":[75],"from":[76],"curvilinear":[77,96],"such":[79],"as":[80],"vessels":[81],"nerves.":[83],"In":[84,152],"this":[85,153],"paper,":[86],"we":[87],"propose":[88],"novel":[90],"sparsely":[91],"annotated":[92],"framework":[94],"structures,":[97],"named":[98],"YoloCurvSeg.":[99],"A":[100],"essential":[102],"component":[103],"YoloCurvSeg":[105,195,213,238],"synthesis.":[108],"Specifically,":[109],"background":[111],"generator":[112,143],"delivers":[113],"backgrounds":[115,128],"that":[116,212],"closely":[117],"match":[118],"real":[120],"distributions":[121],"inpainting":[123],"dilated":[124],"skeletons.":[125],"The":[126,193],"extracted":[127],"then":[130],"combined":[131],"with":[132,158,184],"randomly":[133],"emulated":[134],"curves":[135],"generated":[136,186],"by":[137,219],"Space":[139],"Colonization":[140],"Algorithm-based":[141],"foreground":[142],"multilayer":[147],"patch-wise":[148],"contrastive":[149],"synthesizer.":[151],"way,":[154],"synthetic":[156],"dataset":[157,187],"both":[159],"images":[160],"curve":[162],"labels":[164],"obtained,":[166],"at":[167,256],"one":[172,224],"or":[173],"few":[175],"noisy":[176,225],"skeleton":[177,226],"annotations.":[178],"Finally,":[179],"segmenter":[181],"trained":[183],"possibly":[189],"an":[190],"unlabeled":[191],"dataset.":[192,249],"evaluated":[197],"on":[198,247],"four":[199],"publicly":[200],"available":[201],"datasets":[202,252],"(OCTA500,":[203],"CORN,":[204],"DRIVE":[205],"CHASEDB1)":[207],"results":[210],"show":[211],"outperforms":[214],"state-of-the-art":[215],"large":[220],"margins.":[221],"With":[222],"(respectively":[228],"0.14%,":[229],"0.03%,":[230],"1.40%,":[231],"0.65%":[233],"full":[236],"annotation),":[237],"achieves":[239],"more":[240],"than":[241],"97%":[242],"fully-supervised":[245],"each":[248],"Code":[250],"will":[253],"be":[254],"released":[255],"https://github.com/llmir/YoloCurvSeg.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-08-31T00:00:00"}