{"id":"https://openalex.org/W2200516921","doi":"https://doi.org/10.1109/clei.2015.7360047","title":"Automatic Detection of Glaucoma Using Disc Optic Segmentation and Feature Extraction","display_name":"Automatic Detection of Glaucoma Using Disc Optic Segmentation and Feature Extraction","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2200516921","doi":"https://doi.org/10.1109/clei.2015.7360047","mag":"2200516921"},"language":"en","primary_location":{"id":"doi:10.1109/clei.2015.7360047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei.2015.7360047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Latin American Computing Conference (CLEI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006397597","display_name":"Malla Claro","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Malla Claro","raw_affiliation_strings":["Aerospace Engineering, Indian Institute of Science, Bangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Engineering, Indian Institute of Science, Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007863638","display_name":"Leonardo T. B. Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Leonardo Santos","raw_affiliation_strings":["Aerospace Engineering, Indian Institute of Science, Bangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Engineering, Indian Institute of Science, Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040223741","display_name":"Wallinson Silva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wallinson Silva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072240451","display_name":"Fl\u00e1vio H. D. Ara\u00fajo","orcid":"https://orcid.org/0000-0003-2824-2645"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Flavio AraUjo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5060514254","display_name":"Alcilene Dalilia e Andre Santana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alcilene Dalilia e Andre Santana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9851999878883362,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9552000164985657,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/glaucoma","display_name":"Glaucoma","score":0.8674222826957703},{"id":"https://openalex.org/keywords/optic-disc","display_name":"Optic disc","score":0.7754049301147461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7288828492164612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7147392630577087},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6792923212051392},{"id":"https://openalex.org/keywords/optic-cup","display_name":"Optic cup (embryology)","score":0.6559634208679199},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6498308181762695},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6198767423629761},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5476778745651245},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.49784183502197266},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4885426461696625},{"id":"https://openalex.org/keywords/optic-disk","display_name":"Optic disk","score":0.4639531970024109},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4577977955341339},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.42130813002586365},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.4127245545387268},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.3365601599216461},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.24394485354423523},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21720826625823975},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1625560224056244}],"concepts":[{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.8674222826957703},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.7754049301147461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7288828492164612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7147392630577087},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6792923212051392},{"id":"https://openalex.org/C96021297","wikidata":"https://www.wikidata.org/wiki/Q7098791","display_name":"Optic cup (embryology)","level":5,"score":0.6559634208679199},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6498308181762695},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6198767423629761},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5476778745651245},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.49784183502197266},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4885426461696625},{"id":"https://openalex.org/C2983497740","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disk","level":3,"score":0.4639531970024109},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4577977955341339},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.42130813002586365},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.4127245545387268},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3365601599216461},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.24394485354423523},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21720826625823975},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1625560224056244},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C114696181","wikidata":"https://www.wikidata.org/wiki/Q5422650","display_name":"Eye development","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clei.2015.7360047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clei.2015.7360047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Latin American Computing Conference (CLEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1523879065","https://openalex.org/W1570448133","https://openalex.org/W1845661282","https://openalex.org/W1980603441","https://openalex.org/W1984938195","https://openalex.org/W1992680098","https://openalex.org/W2002011878","https://openalex.org/W2019829573","https://openalex.org/W2054928682","https://openalex.org/W2095181329","https://openalex.org/W2095405787","https://openalex.org/W2124776405","https://openalex.org/W2147262067","https://openalex.org/W2149706766","https://openalex.org/W2158676557","https://openalex.org/W2164777277","https://openalex.org/W2911964244","https://openalex.org/W6631361901","https://openalex.org/W6634094483","https://openalex.org/W6639019817","https://openalex.org/W7065777106"],"related_works":["https://openalex.org/W3131680944","https://openalex.org/W2779576471","https://openalex.org/W300732441","https://openalex.org/W2081178133","https://openalex.org/W2531866780","https://openalex.org/W2513292194","https://openalex.org/W3180652865","https://openalex.org/W2798412772","https://openalex.org/W1586266070","https://openalex.org/W4390839085"],"abstract_inverted_index":{"Digital":[0],"image":[1,68],"processing":[2],"is":[3,19],"highlighted":[4],"in":[5,42,58,64,77,85],"the":[6,20,36,43,65,72,86,92],"medical":[7],"setting":[8],"for":[9,102],"automatic":[10,53],"diagnosis":[11],"of":[12,24,56,71,94,98],"diseases.":[13],"Glaucoma":[14,57],"has":[15],"no":[16],"cure,":[17],"and":[18,83,89],"second":[21],"leading":[22],"cause":[23],"blindness":[25],"worldwide.":[26],"Currently":[27],"there":[28],"are":[29],"treatments":[30],"to":[31,50],"prevent":[32],"vision":[33],"loss,":[34],"but":[35],"disease":[37],"will":[38],"be":[39],"discovered":[40],"still":[41],"early":[44],"stages.":[45],"Thus,":[46],"this":[47],"study":[48,66],"aims":[49],"develop":[51],"an":[52],"detection":[54],"method":[55],"retinal":[59,78],"images.":[60],"The":[61],"methodology":[62],"used":[63],"was:":[67],"acquisition,":[69],"segmentation":[70],"optic":[73],"disc":[74],"area":[75,88],"(DO)":[76],"images,":[79],"color":[80],"feature":[81],"extraction":[82],"entropy":[84],"targeted":[87],"shortly":[90],"after":[91],"selection":[93],"attributes.":[95],"Finally,":[96],"classification":[97],"images":[99],"was":[100],"conducted":[101],"identifying":[103],"glaucoma.":[104]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
