{"id":"https://openalex.org/W2314501849","doi":"https://doi.org/10.1109/siu.2015.7129951","title":"Computer Aided Detection of age related macular degeneration in retinal images","display_name":"Computer Aided Detection of age related macular degeneration in retinal images","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2314501849","doi":"https://doi.org/10.1109/siu.2015.7129951","mag":"2314501849"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7129951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://acikerisim.fsm.edu.tr/bitstreams/37d985b5-024f-484b-aa9d-770b5b348f5f/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001088920","display_name":"Esra Calik Bayazit","orcid":"https://orcid.org/0000-0002-6813-1037"},"institutions":[{"id":"https://openalex.org/I4210146544","display_name":"Fatih Sultan Mehmet Waqf University","ror":"https://ror.org/04mma4681","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210146544"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esra \u00c7al\u0131k","raw_affiliation_strings":["Fatih Sultan Mehmet Vakıf Üniversitesi, İstanbul, Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatih Sultan Mehmet Vakıf Üniversitesi, İstanbul, Türkiye","institution_ids":["https://openalex.org/I4210146544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067055067","display_name":"Buket Do\u011fan","orcid":"https://orcid.org/0000-0003-1062-2439"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Buket Do\u011fan","raw_affiliation_strings":["Marmara Üniversitesi, İstanbul, Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marmara Üniversitesi, İstanbul, Türkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034393779","display_name":"Osman Nuri U\u00e7an","orcid":"https://orcid.org/0000-0001-6578-1969"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osman Nuri U\u00e7an","raw_affiliation_strings":["Aydın Üniversitesi, İstanbul, Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aydın Üniversitesi, İstanbul, Türkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6851,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71225536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"807","last_page":"810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9520999789237976,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9332000017166138,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/macular-degeneration","display_name":"Macular degeneration","score":0.7606683373451233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7171341180801392},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6952002048492432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6872527599334717},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6679726243019104},{"id":"https://openalex.org/keywords/optic-disc","display_name":"Optic disc","score":0.6600441932678223},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6077075004577637},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.5869317054748535},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5288706421852112},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.5131705403327942},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4991135597229004},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.48929092288017273},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.48182693123817444},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4621243476867676},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4429038166999817},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4144028127193451},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3634156584739685},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16982024908065796},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1582881510257721},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08911740779876709}],"concepts":[{"id":"https://openalex.org/C2776403814","wikidata":"https://www.wikidata.org/wiki/Q27429789","display_name":"Macular degeneration","level":2,"score":0.7606683373451233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7171341180801392},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6952002048492432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6872527599334717},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6679726243019104},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.6600441932678223},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6077075004577637},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.5869317054748535},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5288706421852112},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.5131705403327942},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4991135597229004},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.48929092288017273},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.48182693123817444},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4621243476867676},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4429038166999817},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4144028127193451},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3634156584739685},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16982024908065796},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1582881510257721},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08911740779876709},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/siu.2015.7129951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:acikerisim.fsm.edu.tr:11352/3359","is_oa":true,"landing_page_url":"https://acikerisim.fsm.edu.tr/bitstreams/37d985b5-024f-484b-aa9d-770b5b348f5f/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306400556","display_name":"DSpace@FSM (FSM Vakif University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210146544","host_organization_name":"Fatih Sultan Mehmet Waqf University","host_organization_lineage":["https://openalex.org/I4210146544"],"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":"Conference Object"},{"id":"pmh:oai:openaccess.marmara.edu.tr:11424/247617","is_oa":false,"landing_page_url":"https://hdl.handle.net/11424/247617","pdf_url":null,"source":{"id":"https://openalex.org/S4306401380","display_name":"Dspace Repository (Marmara \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74897591","host_organization_name":"Marmara University","host_organization_lineage":["https://openalex.org/I74897591"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:acikerisim.fsm.edu.tr:11352/3359","is_oa":true,"landing_page_url":"https://acikerisim.fsm.edu.tr/bitstreams/37d985b5-024f-484b-aa9d-770b5b348f5f/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306400556","display_name":"DSpace@FSM (FSM Vakif University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210146544","host_organization_name":"Fatih Sultan Mehmet Waqf University","host_organization_lineage":["https://openalex.org/I4210146544"],"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":"Conference Object"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4360991425","https://openalex.org/W2994531931","https://openalex.org/W2049145612","https://openalex.org/W2085450444","https://openalex.org/W4386789577","https://openalex.org/W4246192989","https://openalex.org/W2321279150","https://openalex.org/W2951884840","https://openalex.org/W3149002813","https://openalex.org/W3011552767"],"abstract_inverted_index":{"This":[0,86],"work":[1],"aims":[2],"to":[3,63,89,132,146,174,196],"realize":[4],"Age":[5],"related":[6],"macular":[7],"degeration":[8],"(ARMD)":[9],"detection":[10,65,92,231,240],"process":[11,25],"on":[12,38,83,166],"the":[13,18,43,72,75,91,124,152,155,182,186,189,208,235,248,251],"retinal":[14,84,104,212],"images":[15,47,105,213],"obtained":[16,254],"by":[17,29,59,80,95,181,204,215],"Fundus":[19],"Floresein":[20],"Angiography":[21],"(FFA).":[22],"Critic":[23],"area":[24],"has":[26,178],"been":[27,179],"performed":[28],"Computer":[30],"Aided":[31],"Detection":[32],"(CAD)":[33],"system":[34,201],"which":[35],"was":[36],"detected":[37],"data":[39],"sets":[40],"generated":[41],"with":[42,66,234],"use":[44],"of":[45,48,52,56,71,74,93,112,117,154,161,170,191,200,241,250],"87":[46],"total.":[49],"The":[50],"purpose":[51],"this":[53],"work,":[54],"regions":[55,160,190],"interest":[57,162,171,192],"affected":[58],"ARMD":[60,94,129,209,242],"disease":[61],"is":[62,202,253],"provide":[64,90],"CAD":[67,120,216,237],"system.":[68,238],"Thus,":[69],"monitoring":[70],"treatment":[73],"patient":[76],"can":[77,127],"be":[78,128,133],"made":[79,131],"doctors":[81],"labeled":[82,164,194,214],"images.":[85,118],"study":[87],"intends":[88],"separating":[96],"structure":[97],"like":[98],"blood":[99],"vessels,":[100],"optic":[101,176],"disc":[102,177],"from":[103],"using":[106,244],"pre-":[107,121],"processing":[108,122],"techniques":[109],"as":[110,206,255],"bands":[111],"color":[113],"separation,":[114],"histogram":[115],"processes":[116],"In":[119,185,239],"stage":[123,188],"areas":[125],"that":[126],"are":[130,144,163,172,193],"more":[134],"clearer":[135],"and":[136,138,141,157,210,221,226],"sharpener":[137],"edge":[139],"filters":[140],"dilation":[142],"algorithms":[143],"used":[145],"perform":[147],"successful":[148],"segmentation":[149,158],"process.":[150,217],"At":[151],"end":[153],"pre-processing":[156],"stages,":[159],"based":[165],"feature":[167],"extracted.":[168],"Regions":[169],"issued":[173],"characteristics,":[175],"eliminated":[180],"algorithm":[183,252],"developed.":[184],"final":[187],"according":[195],"these":[197],"features.":[198],"Accuracy":[199],"tested":[203],"ophthalmologist":[205],"controlling":[207],"healthy":[211],"Finally,":[218],"74":[219],"(TP":[220],"TN)":[222],"positive,":[223],"13":[224],"(FP":[225],"FN)":[227],"negative":[228],"results":[229],"in":[230],"were":[232],"reached":[233],"developed":[236],"study,":[243],"performance":[245],"evaluation":[246],"criteria,":[247],"accuracy":[249],"85,05%.":[256]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}