{"id":"https://openalex.org/W3206689063","doi":"https://doi.org/10.1145/3470979","title":"Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping","display_name":"Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3206689063","doi":"https://doi.org/10.1145/3470979","mag":"3206689063"},"language":"en","primary_location":{"id":"doi:10.1145/3470979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3470979","pdf_url":null,"source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-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/A5030930693","display_name":"Divya Jyothi Gaddipati","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Divya Jyothi Gaddipati","raw_affiliation_strings":["International Institute of Information Technology Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026537714","display_name":"Jayanthi Sivaswamy","orcid":"https://orcid.org/0000-0002-2474-9898"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayanthi Sivaswamy","raw_affiliation_strings":["International Institute of Information Technology Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I64189192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2908,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80361478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"15"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9994000196456909,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.8307130932807922},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.8203762769699097},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.6791645288467407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6324000954627991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5899237990379333},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.461868554353714},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4531153440475464},{"id":"https://openalex.org/keywords/fundus-photography","display_name":"Fundus photography","score":0.43769603967666626},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.417936235666275},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.39412033557891846},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3523038625717163},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2906516194343567},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.14826202392578125},{"id":"https://openalex.org/keywords/fluorescein-angiography","display_name":"Fluorescein angiography","score":0.12834450602531433}],"concepts":[{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.8307130932807922},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.8203762769699097},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.6791645288467407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6324000954627991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5899237990379333},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.461868554353714},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4531153440475464},{"id":"https://openalex.org/C2776474195","wikidata":"https://www.wikidata.org/wiki/Q1144413","display_name":"Fundus photography","level":4,"score":0.43769603967666626},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.417936235666275},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.39412033557891846},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3523038625717163},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2906516194343567},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.14826202392578125},{"id":"https://openalex.org/C2780248432","wikidata":"https://www.wikidata.org/wiki/Q1434206","display_name":"Fluorescein angiography","level":3,"score":0.12834450602531433},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3470979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3470979","pdf_url":null,"source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1967399499","https://openalex.org/W1997259062","https://openalex.org/W2034786340","https://openalex.org/W2037760632","https://openalex.org/W2069781187","https://openalex.org/W2081178133","https://openalex.org/W2125389028","https://openalex.org/W2130094715","https://openalex.org/W2141294170","https://openalex.org/W2150780222","https://openalex.org/W2293295816","https://openalex.org/W2345353039","https://openalex.org/W2402050431","https://openalex.org/W2406979340","https://openalex.org/W2439133017","https://openalex.org/W2520774990","https://openalex.org/W2562274121","https://openalex.org/W2607394097","https://openalex.org/W2714469855","https://openalex.org/W2782364420","https://openalex.org/W2787889308","https://openalex.org/W2804179870","https://openalex.org/W2805414593","https://openalex.org/W2885577113","https://openalex.org/W2886281300","https://openalex.org/W2891986947","https://openalex.org/W2912806832","https://openalex.org/W2921948732","https://openalex.org/W2963384288","https://openalex.org/W3101386228","https://openalex.org/W3101507774","https://openalex.org/W4200014273","https://openalex.org/W4234914952","https://openalex.org/W4247924304","https://openalex.org/W6678815747"],"related_works":["https://openalex.org/W2500847435","https://openalex.org/W3156191367","https://openalex.org/W4316015531","https://openalex.org/W1189843033","https://openalex.org/W2351416784","https://openalex.org/W2321112839","https://openalex.org/W1009099543","https://openalex.org/W4386923694","https://openalex.org/W4301376607","https://openalex.org/W3120863812"],"abstract_inverted_index":{"Early":[0],"detection":[1],"and":[2,40,51,58,96,194,199],"treatment":[3],"of":[4,7,21,33,72,111,155,161],"glaucoma":[5,34,128,231],"is":[6,11,74,165,175,226],"interest":[8],"as":[9],"it":[10],"a":[12,75,89,104,109,158,172,191,195],"chronic":[13],"eye":[14],"disease":[15,66],"leading":[16],"to":[17,36,102,113,126,167,205,213,221],"an":[18,130,152,227],"irreversible":[19],"loss":[20,57],"vision.":[22],"Existing":[23],"automated":[24],"systems":[25],"rely":[26],"largely":[27],"on":[28,144,157,178,185],"fundus":[29,97,112,179,220],"images":[30,48,99,188],"for":[31,65,77,230],"assessment":[32],"due":[35],"their":[37],"fast":[38],"acquisition":[39],"cost-effectiveness.":[41],"Optical":[42],"Coherence":[43],"Tomographic":[44],"(":[45],"OCT":[46,73,95,114,222],")":[47],"provide":[49],"vital":[50],"unambiguous":[52],"information":[53],"about":[54],"nerve":[55],"fiber":[56],"optic":[59],"cup":[60],"morphology,":[61],"which":[62,164],"are":[63,100],"essential":[64],"assessment.":[67],"However,":[68],"the":[69,168,200,207],"high":[70],"cost":[71],"deterrent":[76],"deployment":[78],"in":[79],"screening":[80],"at":[81],"large":[82],"scale.":[83],"In":[84],"this":[85,120],"article,":[86],"we":[87,217],"present":[88],"novel":[90],"CAD":[91],"solution":[92],"wherein":[93],"both":[94],"modality":[98,135],"leveraged":[101],"learn":[103],"model":[105,121,139,173,202],"that":[106,174,219],"can":[107,122],"perform":[108],"mapping":[110,225],"feature":[115,223],"space.":[116],"We":[117],"show":[118],"how":[119],"be":[123],"subsequently":[124],"used":[125],"detect":[127],"given":[129],"image":[131],"from":[132,190],"only":[133,177],"one":[134],"(fundus).":[136],"The":[137],"proposed":[138,201],"has":[140],"been":[141],"validated":[142],"extensively":[143],"four":[145],"public":[146,196],"andtwo":[147],"private":[148,192],"datasets.":[149],"It":[150],"attained":[151],"AUC/Sensitivity":[153],"value":[154],"0.9429/0.9044":[156],"diverse":[159],"set":[160],"568":[162],"images,":[163],"superior":[166],"figures":[169],"obtained":[170],"by":[171,210],"trained":[176],"features.":[180],"Cross-validation":[181],"was":[182,203],"also":[183],"done":[184],"nearly":[186],"1,600":[187],"drawn":[189],"(OD-centric)":[193],"(macula-centric)":[197],"dataset":[198],"found":[204],"outperform":[206],"state-of-the-art":[208],"method":[209],"8%":[211],"(public)":[212],"18%":[214],"(private).":[215],"Thus,":[216],"conclude":[218],"space":[224],"attractive":[228],"option":[229],"detection.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}