{"id":"https://openalex.org/W2288628943","doi":"https://doi.org/10.1007/s10851-016-0640-1","title":"Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering","display_name":"Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering","publication_year":2016,"publication_date":"2016-02-27","ids":{"openalex":"https://openalex.org/W2288628943","doi":"https://doi.org/10.1007/s10851-016-0640-1","mag":"2288628943"},"language":"en","primary_location":{"id":"doi:10.1007/s10851-016-0640-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-016-0640-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-016-0640-1.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10851-016-0640-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Marta Favali","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100624","display_name":"Centre d'Analyse et de Math\u00e9matique Sociales","ror":"https://ror.org/00vb8fc53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210100624","https://openalex.org/I4210150854","https://openalex.org/I90669466"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marta Favali","raw_affiliation_strings":["Centre d\u2019Analyse et de Math\u00e9matique Sociales, Ecole des Hautes \u00c9tudes en Sciences Sociales, 190-198 Avenue de France, 75244, Paris Cedex 13, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019Analyse et de Math\u00e9matique Sociales, Ecole des Hautes \u00c9tudes en Sciences Sociales, 190-198 Avenue de France, 75244, Paris Cedex 13, France","institution_ids":["https://openalex.org/I4210100624"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Samaneh Abbasi-Sureshjani","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Samaneh Abbasi-Sureshjani","raw_affiliation_strings":["Department of Biomedical Engineering, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bart ter Haar\u00a0Romeny","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bart ter Haar\u00a0Romeny","raw_affiliation_strings":["Department of Biomedical and Information Engineering, Northeastern University, 500 Zhihui Street, Shenyang, 110167, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical and Information Engineering, Northeastern University, 500 Zhihui Street, Shenyang, 110167, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":null,"display_name":"Alessandro Sarti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100624","display_name":"Centre d'Analyse et de Math\u00e9matique Sociales","ror":"https://ror.org/00vb8fc53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210100624","https://openalex.org/I4210150854","https://openalex.org/I90669466"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alessandro Sarti","raw_affiliation_strings":["Centre d\u2019Analyse et de Math\u00e9matique Sociales, Ecole des Hautes \u00c9tudes en Sciences Sociales, 190-198 Avenue de France, 75244, Paris Cedex 13, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019Analyse et de Math\u00e9matique Sociales, Ecole des Hautes \u00c9tudes en Sciences Sociales, 190-198 Avenue de France, 75244, Paris Cedex 13, France","institution_ids":["https://openalex.org/I4210100624"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210100624"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2780},"fwci":4.3692,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93770596,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"56","issue":"1","first_page":"158","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.8309000134468079,"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":0.8309000134468079,"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/T10691","display_name":"Retinal Development and Disorders","score":0.03550000116229057,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.03269999846816063,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.7646999955177307},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6924999952316284},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6686999797821045},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6172000169754028},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5710999965667725},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.49149999022483826},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4056999981403351}],"concepts":[{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.7646999955177307},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6924999952316284},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6686999797821045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6399000287055969},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6172000169754028},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5922999978065491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5710999965667725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5026000142097473},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.49149999022483826},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.3589000105857849},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3361999988555908},{"id":"https://openalex.org/C2985906921","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Spectral properties","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32030001282691956},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.2842000126838684},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.2605000138282776}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10851-016-0640-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-016-0640-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-016-0640-1.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire/ecfa1dc7-0a52-4bb9-bcb2-77a668c62f22","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/ecfa1dc7-0a52-4bb9-bcb2-77a668c62f22","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Favali, M, Abbasi-Sureshjani, S, ter Haar Romenij, B M & Sarti, A 2016, 'Analysis of vessel connectivities in retinal images by cortically inspired spectral clustering', Journal of Mathematical Imaging and Vision, vol. 56, no. 1, pp. 158-172. https://doi.org/10.1007/s10851-016-0640-1","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:1512.06559","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.06559","pdf_url":"https://arxiv.org/pdf/1512.06559","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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:tue:oai:pure.tue.nl:publications/ecfa1dc7-0a52-4bb9-bcb2-77a668c62f22","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/ecfa1dc7-0a52-4bb9-bcb2-77a668c62f22","pdf_url":"https://research.tue.nl/nl/publications/ecfa1dc7-0a52-4bb9-bcb2-77a668c62f22","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Mathematical Imaging and Vision, 56(1), 158 - 172. Springer","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10851-016-0640-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-016-0640-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-016-0640-1.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3587321368","display_name":null,"funder_award_id":"No. 629.001.003","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6705673749","display_name":null,"funder_award_id":"629.001.003","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7422068985","display_name":"Metric Analysis for Emergent Technologies","funder_award_id":"607643","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2288628943.pdf","grobid_xml":"https://content.openalex.org/works/W2288628943.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W29878053","https://openalex.org/W51724484","https://openalex.org/W66629012","https://openalex.org/W385705050","https://openalex.org/W1558012644","https://openalex.org/W1584481253","https://openalex.org/W1748744376","https://openalex.org/W1821468701","https://openalex.org/W1832540156","https://openalex.org/W1984095207","https://openalex.org/W1984757472","https://openalex.org/W1992336406","https://openalex.org/W1993923750","https://openalex.org/W1998789994","https://openalex.org/W2001658278","https://openalex.org/W2010825743","https://openalex.org/W2021120056","https://openalex.org/W2026497395","https://openalex.org/W2034530918","https://openalex.org/W2036594540","https://openalex.org/W2037760632","https://openalex.org/W2040198346","https://openalex.org/W2045227075","https://openalex.org/W2045362322","https://openalex.org/W2053120614","https://openalex.org/W2066041491","https://openalex.org/W2067489256","https://openalex.org/W2075724496","https://openalex.org/W2079605566","https://openalex.org/W2080845424","https://openalex.org/W2081509611","https://openalex.org/W2081720765","https://openalex.org/W2091585872","https://openalex.org/W2101628962","https://openalex.org/W2101866468","https://openalex.org/W2105902929","https://openalex.org/W2116360511","https://openalex.org/W2116952425","https://openalex.org/W2121022009","https://openalex.org/W2121947440","https://openalex.org/W2127302541","https://openalex.org/W2127382156","https://openalex.org/W2128197592","https://openalex.org/W2132831991","https://openalex.org/W2132914434","https://openalex.org/W2133059825","https://openalex.org/W2134831221","https://openalex.org/W2137015106","https://openalex.org/W2140776918","https://openalex.org/W2145137020","https://openalex.org/W2150769593","https://openalex.org/W2151359013","https://openalex.org/W2151676774","https://openalex.org/W2151823074","https://openalex.org/W2152410740","https://openalex.org/W2155122478","https://openalex.org/W2159071715","https://openalex.org/W2160167256","https://openalex.org/W2170789385","https://openalex.org/W2171459511","https://openalex.org/W4213367101","https://openalex.org/W4230932706","https://openalex.org/W4293084779","https://openalex.org/W4302338224","https://openalex.org/W4318598293","https://openalex.org/W6600120041","https://openalex.org/W6684578312"],"related_works":[],"abstract_inverted_index":{"Retinal":[0],"images":[1],"provide":[2],"early":[3],"signs":[4,12],"of":[5,28,68,95,108,131],"diabetic":[6],"retinopathy,":[7],"glaucoma,":[8],"and":[9,31,52,128],"hypertension.":[10],"These":[11],"can":[13],"be":[14,49,55],"investigated":[15,38],"based":[16,64],"on":[17,65,116],"microaneurysms":[18],"or":[19,43],"smaller":[20],"vessels.":[21],"The":[22],"diagnostic":[23],"biomarkers":[24],"are":[25,37,135],"the":[26,40,66,69,81,92,96,105,113,125,129,133],"change":[27],"vessel":[29,41],"widths":[30],"angles":[32],"especially":[33],"at":[34,84],"junctions,":[35],"which":[36,99],"using":[39],"segmentation":[42],"tracking.":[44],"Vessel":[45],"paths":[46],"may":[47,54],"also":[48],"interrupted;":[50],"crossings":[51],"bifurcations":[53],"disconnected.":[56],"This":[57],"paper":[58],"addresses":[59],"a":[60,87,117,139],"novel":[61],"contextual":[62],"method":[63],"geometry":[67],"primary":[70],"visual":[71],"cortex":[72],"(V1)":[73],"to":[74,103],"study":[75],"these":[76],"difficulties.":[77],"We":[78],"have":[79],"analyzed":[80],"specific":[82],"problems":[83],"junctions":[85],"with":[86],"connectivity":[88,126],"kernel":[89,127],"obtained":[90],"as":[91],"fundamental":[93],"solution":[94],"Fokker\u2013Planck":[97],"equation,":[98],"is":[100],"usually":[101],"used":[102],"represent":[104],"geometrical":[106],"structure":[107],"multi-orientation":[109],"cortical":[110],"connectivity.":[111],"Using":[112],"spectral":[114],"clustering":[115],"large":[118],"local":[119],"affinity":[120],"matrix":[121],"constructed":[122],"by":[123],"both":[124],"feature":[130],"intensity,":[132],"vessels":[134],"identified":[136],"successfully":[137],"in":[138],"hierarchical":[140],"topology":[141],"each":[142],"representing":[143],"an":[144],"individual":[145],"perceptual":[146],"unit.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-20T20:08:15.867695","created_date":"2016-06-24T00:00:00"}