{"id":"https://openalex.org/W2118818120","doi":"https://doi.org/10.1109/cbms.2013.6627776","title":"Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets","display_name":"Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2118818120","doi":"https://doi.org/10.1109/cbms.2013.6627776","mag":"2118818120"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2013.6627776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2013.6627776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-00831565","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026804774","display_name":"Luca Giancardo","orcid":"https://orcid.org/0000-0002-4862-2277"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Giancardo","raw_affiliation_strings":["Istituto Italiano di Tecnologia, Genova, Italy","Ist. Italiano di Tecnol., Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Italiano di Tecnologia, Genova, Italy","institution_ids":["https://openalex.org/I30771326"]},{"raw_affiliation_string":"Ist. Italiano di Tecnol., Genoa, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004617550","display_name":"Thomas P. Karnowski","orcid":"https://orcid.org/0000-0002-0376-4917"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"T. P. Karnowski","raw_affiliation_strings":["Le2i, Universit\u00e9 de Bourgogne, Le Creusot, France","Oak Ridge National Lab., Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Le2i, Universit\u00e9 de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I177064439"]},{"raw_affiliation_string":"Oak Ridge National Lab., Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049719212","display_name":"Kenneth W. Tobin","orcid":"https://orcid.org/0000-0003-3577-9520"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. W. Tobin","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Lab., Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Lab., Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079375904","display_name":"Fabrice M\u00e9riaudeau","orcid":"https://orcid.org/0000-0002-8656-9913"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I4210136953","display_name":"Laboratoire d\u2019\u00c9lectronique, Informatique et Image","ror":"https://ror.org/04gnd7c94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210118524","https://openalex.org/I4210134562","https://openalex.org/I4210136953","https://openalex.org/I4210159245"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"F. Meriaudeau","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Le2i, Univ. de Bourgogne, Le Creusot, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Le2i, Univ. de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I4210136953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091627951","display_name":"Edward Chaum","orcid":"https://orcid.org/0000-0003-3542-8376"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]},{"id":"https://openalex.org/I4210123418","display_name":"Cincinnati Eye Institute","ror":"https://ror.org/02zhwmh74","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210123418"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Chaum","raw_affiliation_strings":["Hamilton Eye Institute, UTHSC, Memphis, TN, USA","Hamilton Eye Inst., UTHSC, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamilton Eye Institute, UTHSC, Memphis, TN, USA","institution_ids":["https://openalex.org/I160606119"]},{"raw_affiliation_string":"Hamilton Eye Inst., UTHSC, Memphis, TN, USA","institution_ids":["https://openalex.org/I4210123418","https://openalex.org/I160606119"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8149,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76058403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7623","issue":null,"first_page":"125","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.9962000250816345,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.8119486570358276},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.7283239364624023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7230538129806519},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7219974994659424},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.691253125667572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6061467528343201},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41807055473327637},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.41445857286453247},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.394244909286499},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.2448190152645111},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21001726388931274},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.12406980991363525}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.8119486570358276},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.7283239364624023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230538129806519},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7219974994659424},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.691253125667572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6061467528343201},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41807055473327637},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.41445857286453247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.394244909286499},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.2448190152645111},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21001726388931274},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.12406980991363525},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cbms.2013.6627776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2013.6627776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.385.39","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.385.39","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.inria.fr/docs/00/83/15/65/PDF/cbms2013_submission2.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.651.9848","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.651.9848","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.archives-ouvertes.fr/hal-00831565/document/","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00831565v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00831565","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"CBMS2013, the 26th International Symposium on Computer Based medical System, Jun 2013, Porto, Portugal. pp.125-130, ⟨10.1109/CBMS.2013.6627776⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00831565v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00831565","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"CBMS2013, the 26th International Symposium on Computer Based medical System, Jun 2013, Porto, Portugal. pp.125-130, ⟨10.1109/CBMS.2013.6627776⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1618905105","https://openalex.org/W1995023030","https://openalex.org/W2030853058","https://openalex.org/W2037129431","https://openalex.org/W2095405787","https://openalex.org/W2107871626","https://openalex.org/W2123042618","https://openalex.org/W2132549764","https://openalex.org/W2137936662","https://openalex.org/W2146898399","https://openalex.org/W2148989106","https://openalex.org/W2149430368","https://openalex.org/W2169242575","https://openalex.org/W4212863985","https://openalex.org/W6636501900"],"related_works":["https://openalex.org/W2350259958","https://openalex.org/W1980571360","https://openalex.org/W2350399162","https://openalex.org/W186124986","https://openalex.org/W3176448898","https://openalex.org/W3167510834","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2079032350","https://openalex.org/W2429379476"],"abstract_inverted_index":{"In":[0],"recent":[1,138],"years,":[2],"automated":[3],"retina":[4,37],"image":[5],"analysis":[6,17],"(ARIA)":[7],"algorithms":[8],"have":[9,49],"received":[10],"increasing":[11],"interest":[12],"by":[13,99],"the":[14,29,41,50,91,95],"medical":[15],"imaging":[16],"community.":[18],"Particular":[19],"attention":[20],"has":[21],"been":[22],"given":[23],"to":[24,27,78,136],"techniques":[25,48],"able":[26],"automate":[28],"pre-screening":[30],"of":[31,44,53,59,75,81,94,114,125,157],"Diabetic":[32],"Retinopathy":[33],"(DR)":[34],"using":[35],"inexpensive":[36,55],"fundus":[38],"cameras.":[39],"With":[40,127],"growing":[42],"number":[43],"diabetics":[45],"worldwide,":[46],"these":[47],"potential":[51],"benefits":[52],"broad-based,":[54],"screening.":[56],"The":[57],"contribution":[58],"this":[60],"paper":[61],"is":[62],"twofold:":[63],"first,":[64],"we":[65,89,106,130],"propose":[66],"a":[67],"straightforward":[68],"pipeline":[69],"from":[70],"microaneurysm":[71],"(an":[72],"early":[73],"sign":[74],"DR)":[76],"detection":[77,97],"automatic":[79],"classification":[80],"DR":[82],"without":[83],"employing":[84,100],"any":[85],"additional":[86],"features;":[87],"then,":[88],"quantify":[90],"generalisation":[92],"ability":[93],"MA":[96],"method":[98],"synthetic":[101],"examples":[102],"and,":[103],"more":[104,115],"importantly,":[105],"experiment":[107],"with":[108,155],"two":[109],"public":[110],"datasets":[111],"which":[112],"consist":[113],"than":[116],"1,350":[117],"images":[118],"graded":[119],"as":[120],"normal":[121],"or":[122,134],"showing":[123],"signs":[124],"DR.":[126],"cross-datasets":[128],"tests,":[129],"obtained":[131],"results":[132,151],"better":[133],"comparable":[135,154],"other":[137,158],"methods.":[139],"Since":[140],"our":[141,150],"experiments":[142],"are":[143,152],"performed":[144],"only":[145],"on":[146],"publicly":[147],"available":[148],"datasets,":[149],"directly":[153],"those":[156],"research":[159],"groups.":[160]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}