{"id":"https://openalex.org/W2126197688","doi":"https://doi.org/10.1117/12.2008133","title":"Retrieving clinically relevant diabetic retinopathy images using a multi-class multiple-instance framework","display_name":"Retrieving clinically relevant diabetic retinopathy images using a multi-class multiple-instance framework","publication_year":2013,"publication_date":"2013-02-28","ids":{"openalex":"https://openalex.org/W2126197688","doi":"https://doi.org/10.1117/12.2008133","mag":"2126197688"},"language":"en","primary_location":{"id":"doi:10.1117/12.2008133","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2008133","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"article","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/A5042220835","display_name":"Parag S. Chandakkar","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Parag S. Chandakkar","raw_affiliation_strings":["Arizona State Univ. (United States)","Arizona State university, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State Univ. (United States)","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State university, United States","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103527964","display_name":"Ragav Venkatesan","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ragav Venkatesan","raw_affiliation_strings":["Arizona State Univ. (United States)","Arizona State university, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State Univ. (United States)","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State university, United States","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101620548","display_name":"Baoxin Li","orcid":"https://orcid.org/0000-0002-1680-3970"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baoxin Li","raw_affiliation_strings":["Arizona State Univ. (United States)","Arizona State university, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State Univ. (United States)","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State university, United States","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042220835"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.8682,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76395308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8670","issue":null,"first_page":"86700Q","last_page":"86700Q"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9983000159263611,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9911999702453613,"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/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.7815465927124023},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6050823330879211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6020935773849487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.569764256477356},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.47362416982650757},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4546329379081726},{"id":"https://openalex.org/keywords/complication","display_name":"Complication","score":0.4468365013599396},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4197966158390045},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4102896451950073},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.3930589556694031},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.32280945777893066},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29873085021972656},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.26966166496276855},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.16012537479400635}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7815465927124023},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6050823330879211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6020935773849487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569764256477356},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.47362416982650757},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4546329379081726},{"id":"https://openalex.org/C81182388","wikidata":"https://www.wikidata.org/wiki/Q353963","display_name":"Complication","level":2,"score":0.4468365013599396},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4197966158390045},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4102896451950073},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.3930589556694031},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.32280945777893066},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29873085021972656},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.26966166496276855},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.16012537479400635},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2008133","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2008133","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1990843604","https://openalex.org/W1991605728","https://openalex.org/W2026755784","https://openalex.org/W2068520194","https://openalex.org/W2078579128","https://openalex.org/W2109722393","https://openalex.org/W2162426307","https://openalex.org/W4241028886"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W3176448898","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W2584074590","https://openalex.org/W4226141369","https://openalex.org/W2413307231","https://openalex.org/W4361800274"],"abstract_inverted_index":{"Diabetic":[0],"retinopathy":[1],"(DR)":[2],"is":[3,14,34],"a":[4,10,88,96,113],"vision-threatening":[5],"complication":[6,24],"from":[7,112],"diabetes":[8],"mellitus,":[9],"medical":[11],"condition":[12,39],"that":[13],"rising":[15],"globally.":[16],"Unfortunately,":[17],"many":[18],"patients":[19],"are":[20,76],"unaware":[21],"of":[22,26,28,32,59,79,102,115],"this":[23],"because":[25],"absence":[27],"symptoms.":[29],"Regular":[30],"screening":[31,57],"DR":[33,53,69,116],"necessary":[35],"to":[36],"detect":[37],"the":[38],"for":[40,107],"timely":[41],"treatment.":[42],"Content-based":[43],"image":[44,63,91,118],"retrieval,":[45],"using":[46],"archived":[47],"and":[48,73,81,100],"diagnosed":[49],"fundus":[50,117],"(retinal)":[51],"camera":[52],"images":[54,111],"can":[55],"improve":[56],"efficiency":[58],"DR.":[60],"This":[61],"content-based":[62],"retrieval":[64,92],"study":[65],"focuses":[66],"on":[67],"two":[68],"clinical":[70,77],"findings,":[71],"microaneurysm":[72],"neovascularization,":[74],"which":[75,94],"signs":[78],"non-proliferative":[80],"proliferative":[82],"diabetic":[83],"retinopathy.":[84],"The":[85],"authors":[86],"propose":[87],"multi-class":[89],"multiple-instance":[90],"framework":[93],"deploys":[95],"modified":[97],"color":[98],"correlogram":[99],"statistics":[101],"steerable":[103],"Gaussian":[104],"Filter":[105],"responses,":[106],"retrieving":[108],"clinically":[109],"relevant":[110],"database":[114],"database.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
