{"id":"https://openalex.org/W2140600734","doi":"https://doi.org/10.1109/iembs.2011.6090981","title":"Retinal vessel extraction by combining radial symmetry transform and iterated graph cuts","display_name":"Retinal vessel extraction by combining radial symmetry transform and iterated graph cuts","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2140600734","doi":"https://doi.org/10.1109/iembs.2011.6090981","mag":"2140600734","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255204"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6090981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-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/A5031688232","display_name":"Dehui Xiang","orcid":"https://orcid.org/0000-0001-7873-9778"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dehui Xiang","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055744099","display_name":"Jie Tian","orcid":"https://orcid.org/0000-0001-8396-585X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062952723","display_name":"Kexin Deng","orcid":"https://orcid.org/0000-0001-8861-5146"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Deng","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399135","display_name":"Xing Zhang","orcid":"https://orcid.org/0000-0002-6634-4338"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Zhang","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784073","display_name":"Fei Yang","orcid":"https://orcid.org/0000-0001-5116-9533"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Yang","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058968347","display_name":"Xiaonan Wan","orcid":"https://orcid.org/0009-0007-3058-7913"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaonan Wan","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031688232"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":0.7625,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74739849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"16","issue":null,"first_page":"3950","last_page":"3953"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9975000023841858,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9908000230789185,"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/iterated-function","display_name":"Iterated function","score":0.7799125909805298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6329401731491089},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.6230819225311279},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5570717453956604},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5282033085823059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5281572341918945},{"id":"https://openalex.org/keywords/symmetry-in-biology","display_name":"Symmetry in biology","score":0.5020067691802979},{"id":"https://openalex.org/keywords/symmetry","display_name":"Symmetry (geometry)","score":0.4661000967025757},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4657830595970154},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4482729434967041},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4248964190483093},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4166485369205475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3917301893234253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3498409390449524},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2278258204460144},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.142616868019104},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11923542618751526},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11251261830329895},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.11210629343986511}],"concepts":[{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.7799125909805298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6329401731491089},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.6230819225311279},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5570717453956604},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5282033085823059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5281572341918945},{"id":"https://openalex.org/C64089718","wikidata":"https://www.wikidata.org/wiki/Q598159","display_name":"Symmetry in biology","level":2,"score":0.5020067691802979},{"id":"https://openalex.org/C2779886137","wikidata":"https://www.wikidata.org/wiki/Q21030012","display_name":"Symmetry (geometry)","level":2,"score":0.4661000967025757},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4657830595970154},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4482729434967041},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4248964190483093},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4166485369205475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3917301893234253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3498409390449524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2278258204460144},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.142616868019104},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11923542618751526},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11251261830329895},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.11210629343986511},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6090981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255204","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255204","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W165417043","https://openalex.org/W1779125648","https://openalex.org/W1982761740","https://openalex.org/W2017331759","https://openalex.org/W2070461514","https://openalex.org/W2108764134","https://openalex.org/W2109722393","https://openalex.org/W2112783556","https://openalex.org/W2113137767","https://openalex.org/W2114240017","https://openalex.org/W2145305441","https://openalex.org/W2150769593","https://openalex.org/W2162798307","https://openalex.org/W2163344010","https://openalex.org/W2170092083","https://openalex.org/W2294819727","https://openalex.org/W2408121173","https://openalex.org/W6638187791"],"related_works":["https://openalex.org/W2611031068","https://openalex.org/W1704347466","https://openalex.org/W4283017538","https://openalex.org/W2414337799","https://openalex.org/W2164293324","https://openalex.org/W2747700891","https://openalex.org/W2064749787","https://openalex.org/W3043363583","https://openalex.org/W2969754558","https://openalex.org/W1991296712"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,21,35],"new":[6,36],"method":[7,25],"for":[8],"the":[9,50,57,80,92,95],"extraction":[10],"of":[11,52,59,94],"blood":[12,28],"vessels":[13,29],"in":[14,30],"retinal":[15,32,71],"images.":[16,33],"This":[17],"approach":[18,75],"starts":[19],"with":[20],"Hessian-based":[22],"multiscale":[23],"filtering":[24],"to":[26,48,69],"enhance":[27],"gray":[31],"Subsequently,":[34],"radial":[37],"symmetry":[38],"transformation,":[39],"which":[40],"is":[41,46,67],"based":[42],"on":[43,79],"line":[44],"kernels,":[45],"proposed":[47,74,96],"improve":[49],"detection":[51],"vessel":[53],"structures":[54],"and":[55,86],"restrain":[56],"response":[58],"nonvessel":[60],"structures.":[61],"Finally,":[62],"an":[63],"iterated":[64],"segmentation":[65],"algorithm":[66],"used":[68],"extract":[70],"vessels.":[72],"The":[73,88],"has":[76],"been":[77],"tested":[78],"two":[81],"publicly":[82],"available":[83],"databases,":[84],"DRIVE":[85],"STARE.":[87],"experimental":[89],"results":[90],"show":[91],"feasibility":[93],"method.":[97]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
