{"id":"https://openalex.org/W2089940549","doi":"https://doi.org/10.1109/ispa.2013.6703828","title":"Exudate segmentation on retinal atlas space","display_name":"Exudate segmentation on retinal atlas space","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2089940549","doi":"https://doi.org/10.1109/ispa.2013.6703828","mag":"2089940549"},"language":"en","primary_location":{"id":"doi:10.1109/ispa.2013.6703828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa.2013.6703828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"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/A5080765299","display_name":"Sharib Ali","orcid":"https://orcid.org/0000-0003-1313-3542"},"institutions":[{"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"],"is_corresponding":true,"raw_author_name":"Sharib Ali","raw_affiliation_strings":["UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","Lab. Le2i, Univ. de Bourgogne, Le Creusot, France"],"affiliations":[{"raw_affiliation_string":"UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I177064439"]},{"raw_affiliation_string":"Lab. Le2i, Univ. de Bourgogne, Le Creusot, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055339363","display_name":"Kedir M. Adal","orcid":"https://orcid.org/0000-0003-1717-6590"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Kedir M. Adal","raw_affiliation_strings":["UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","Lab. Le2i, Univ. de Bourgogne, Le Creusot, France"],"affiliations":[{"raw_affiliation_string":"UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I177064439"]},{"raw_affiliation_string":"Lab. Le2i, Univ. de Bourgogne, Le Creusot, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010761826","display_name":"D\u00e9sir\u00e9 Sidib\u00e9","orcid":"https://orcid.org/0000-0002-5843-7139"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Desire Sidibe","raw_affiliation_strings":["UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","Lab. Le2i, Univ. de Bourgogne, Le Creusot, France"],"affiliations":[{"raw_affiliation_string":"UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I177064439"]},{"raw_affiliation_string":"Lab. Le2i, Univ. de Bourgogne, Le Creusot, France","institution_ids":[]}]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas P. Karnowski","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Lab., Oak Ridge, TN, USA"],"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/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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Chaum","raw_affiliation_strings":["Hamilton Eye Institute, U. Tennessee Health Sciences Center, Memphis, TN, USA","Hamilton Eye Inst., U. Tennessee Health Sci. Center, Memphis, TN, USA"],"affiliations":[{"raw_affiliation_string":"Hamilton Eye Institute, U. Tennessee Health Sciences Center, Memphis, TN, USA","institution_ids":["https://openalex.org/I160606119"]},{"raw_affiliation_string":"Hamilton Eye Inst., U. Tennessee Health Sci. Center, Memphis, TN, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079375904","display_name":"Fabrice M\u00e9riaudeau","orcid":"https://orcid.org/0000-0002-8656-9913"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Fabrice Meriaudeau","raw_affiliation_strings":["UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","Lab. Le2i, Univ. de Bourgogne, Le Creusot, France"],"affiliations":[{"raw_affiliation_string":"UMR, Universit\u00e9 de Bourgogne, Le Creusot, France","institution_ids":["https://openalex.org/I177064439"]},{"raw_affiliation_string":"Lab. Le2i, Univ. de Bourgogne, Le Creusot, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080765299"],"corresponding_institution_ids":["https://openalex.org/I177064439"],"apc_list":null,"apc_paid":null,"fwci":0.79204304,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75005348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"700","last_page":"704"},"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":0.9959999918937683,"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":0.9872999787330627,"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/segmentation","display_name":"Segmentation","score":0.6872773766517639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6748771667480469},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6609212160110474},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.635172963142395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.622440755367279},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6097379326820374},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5642473697662354},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5325806140899658},{"id":"https://openalex.org/keywords/chromatic-scale","display_name":"Chromatic scale","score":0.4680210053920746},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4622499644756317},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4512837529182434},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43287044763565063},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23036810755729675},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.22921612858772278},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21025103330612183},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.08988335728645325}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6872773766517639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6748771667480469},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6609212160110474},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.635172963142395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.622440755367279},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6097379326820374},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5642473697662354},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5325806140899658},{"id":"https://openalex.org/C196956537","wikidata":"https://www.wikidata.org/wiki/Q202021","display_name":"Chromatic scale","level":2,"score":0.4680210053920746},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4622499644756317},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4512837529182434},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43287044763565063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23036810755729675},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.22921612858772278},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21025103330612183},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.08988335728645325},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispa.2013.6703828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa.2013.6703828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1514509223","https://openalex.org/W1516407868","https://openalex.org/W1583407022","https://openalex.org/W1976526581","https://openalex.org/W1995023030","https://openalex.org/W2001457150","https://openalex.org/W2017880933","https://openalex.org/W2019831869","https://openalex.org/W2033554041","https://openalex.org/W2034598891","https://openalex.org/W2037760632","https://openalex.org/W2040904686","https://openalex.org/W2075061387","https://openalex.org/W2077800962","https://openalex.org/W2091585872","https://openalex.org/W2097564701","https://openalex.org/W2119605622","https://openalex.org/W2129534965","https://openalex.org/W2142866653","https://openalex.org/W2151103935","https://openalex.org/W2158518042","https://openalex.org/W2170107888","https://openalex.org/W2171286517","https://openalex.org/W4302369956","https://openalex.org/W6630784103"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2314146950","https://openalex.org/W2011187995","https://openalex.org/W2373521488","https://openalex.org/W2324878645","https://openalex.org/W2803101231","https://openalex.org/W4284509","https://openalex.org/W4393084406","https://openalex.org/W606911313","https://openalex.org/W4229506690"],"abstract_inverted_index":{"Diabetic":[0],"macular":[1],"edema":[2],"is":[3,113],"characterized":[4],"by":[5,31],"hard":[6],"exudates.":[7],"Presence":[8],"of":[9,24,49,51,84,87,102,107,139],"such":[10,42,88],"exudates":[11,26,89],"cause":[12],"vision":[13],"loss":[14],"in":[15,41,69,78],"the":[16,52,56,62,70,82,85,133,137,140],"affected":[17],"areas.":[18],"We":[19],"present":[20],"a":[21,46,119],"novel":[22],"approach":[23],"segmenting":[25],"for":[27,81,90],"screening":[28],"and":[29,93,124],"follow-ups":[30],"building":[32],"an":[33,43],"ethnicity":[34],"based":[35],"statistical":[36],"atlas.":[37],"The":[38],"chromatic":[39],"distribution":[40],"atlas":[44],"gives":[45],"good":[47],"measure":[48],"probability":[50],"pixels":[53],"belonging":[54],"to":[55,61,94,128],"healthy":[57],"retinal":[58,71],"pigments":[59],"or":[60],"abnormalities":[63],"(like":[64],"lesions,":[65],"imaging":[66],"artifacts":[67],"etc.)":[68],"fundus":[72],"image.":[73],"Post-processing":[74],"schemes":[75],"are":[76,116],"introduced":[77],"this":[79],"paper":[80],"enhancement":[83],"edges":[86],"final":[91],"segmentation":[92],"separate":[95],"lesion":[96],"from":[97],"false":[98],"positives.":[99],"A":[100],"sensitivity(recall)":[101],"82.5":[103],"%":[104],"at":[105],"35%":[106],"positive":[108],"predictive":[109],"value":[110],"on":[111,118,132],"FROC-curve":[112],"achieved.":[114],"Results":[115],"obtained":[117],"publicly":[120],"available":[121],"HEI-MED":[122],"dataset":[123,135],"have":[125],"been":[126],"compared":[127],"two":[129],"reference":[130],"methods":[131],"same":[134],"showing":[136],"competitiveness":[138],"proposed":[141],"algorithm.":[142]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}