{"id":"https://openalex.org/W4392980303","doi":"https://doi.org/10.1109/aics60730.2023.10470926","title":"InceptionCaps: A Performant Glaucoma Classification Model for Data-Scarce Environment","display_name":"InceptionCaps: A Performant Glaucoma Classification Model for Data-Scarce Environment","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4392980303","doi":"https://doi.org/10.1109/aics60730.2023.10470926"},"language":"en","primary_location":{"id":"doi:10.1109/aics60730.2023.10470926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aics60730.2023.10470926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","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/A5084203440","display_name":"Gyanendar Manohar","orcid":"https://orcid.org/0000-0001-7289-0688"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Gyanendar Manohar","raw_affiliation_strings":["Munster Technological University,Department of Computer Science,Cork,Ireland","Department of Computer Science, Munster Technological University, Cork, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7289-0688","affiliations":[{"raw_affiliation_string":"Munster Technological University,Department of Computer Science,Cork,Ireland","institution_ids":["https://openalex.org/I4210100923"]},{"raw_affiliation_string":"Department of Computer Science, Munster Technological University, Cork, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088297608","display_name":"Ruairi O\u2019Reilly","orcid":"https://orcid.org/0000-0001-7990-3461"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ruairi O'Reilly","raw_affiliation_strings":["Munster Technological University,Department of Computer Science,Cork,Ireland","Department of Computer Science, Munster Technological University, Cork, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7990-3461","affiliations":[{"raw_affiliation_string":"Munster Technological University,Department of Computer Science,Cork,Ireland","institution_ids":["https://openalex.org/I4210100923"]},{"raw_affiliation_string":"Department of Computer Science, Munster Technological University, Cork, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084203440"],"corresponding_institution_ids":["https://openalex.org/I4210100923"],"apc_list":null,"apc_paid":null,"fwci":0.4473,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68913449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9309999942779541,"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":0.9309999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7665345668792725},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.6077167987823486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43418997526168823},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.13227307796478271},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10310801863670349}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7665345668792725},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.6077167987823486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43418997526168823},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.13227307796478271},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10310801863670349}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aics60730.2023.10470926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aics60730.2023.10470926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7699999809265137,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1550450874","https://openalex.org/W1572852765","https://openalex.org/W1667265675","https://openalex.org/W2034786340","https://openalex.org/W2160605010","https://openalex.org/W2773612948","https://openalex.org/W2887047101","https://openalex.org/W2895526696","https://openalex.org/W2938600289","https://openalex.org/W2963384288","https://openalex.org/W2963703618","https://openalex.org/W2979791421","https://openalex.org/W3016810854","https://openalex.org/W3042340386","https://openalex.org/W3082398528","https://openalex.org/W3088443567","https://openalex.org/W3091479204","https://openalex.org/W3093561135","https://openalex.org/W3108542203","https://openalex.org/W3122277820","https://openalex.org/W3157399008","https://openalex.org/W3164024337","https://openalex.org/W3208730315","https://openalex.org/W4313525321","https://openalex.org/W4389835061","https://openalex.org/W6637206897"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2082087664","https://openalex.org/W2070104888","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4285351923","https://openalex.org/W2376932109","https://openalex.org/W4389542577","https://openalex.org/W2885840481","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Glaucoma":[0],"is":[1,7,32],"an":[2,131],"irreversible":[3,36],"ocular":[4],"disease":[5,25],"and":[6,19,67,106,138],"the":[8,20,24,58,71,103,151,159,162],"second":[9],"leading":[10],"cause":[11],"of":[12,23,60,92,102,133,136,140,161],"visual":[13],"disability":[14],"worldwide.":[15],"Slow":[16],"vision":[17],"loss":[18],"asymptomatic":[21],"nature":[22,66],"make":[26,76],"its":[27,77,122],"diagnosis":[28],"challenging.":[29],"Early":[30],"detection":[31],"crucial":[33],"for":[34,81,95,125],"preventing":[35],"blindness.":[37],"Ophthalmologists":[38],"primarily":[39],"use":[40],"retinal":[41],"fundus":[42,83],"images":[43,94],"as":[44,86,121],"a":[45,89,109],"non-invasive":[46],"screening":[47],"method.":[48],"Convolutional":[49],"neural":[50],"networks":[51],"(CNN)":[52],"have":[53],"demonstrated":[54],"high":[55],"accuracy":[56,132],"in":[57],"classification":[59],"medical":[61],"images.":[62],"Nevertheless,":[63],"CNN's":[64],"translation-invariant":[65],"inability":[68],"to":[69],"handle":[70],"part-whole":[72],"relationship":[73],"between":[74],"objects":[75],"direct":[78],"application":[79],"unsuitable":[80],"glaucomatous":[82],"image":[84],"classification,":[85],"it":[87],"requires":[88],"large":[90],"number":[91],"labelled":[93],"training.":[96],"This":[97],"work":[98],"reviews":[99],"existing":[100],"state":[101],"art":[104],"models":[105],"proposes":[107],"InceptionCaps,":[108],"novel":[110],"capsule":[111],"network":[112],"(CapsNet)":[113],"based":[114],"deep":[115,146,164],"learning":[116,147,165],"model":[117,148],"having":[118],"pre-trained":[119],"InceptionV3":[120],"convolution":[123],"base,":[124],"automatic":[126],"glaucoma":[127],"classification.":[128],"InceptionCaps":[129],"achieved":[130],"0.956,":[134],"specificity":[135],"0.96,":[137],"AUC":[139],"0.9556,":[141],"which":[142],"surpasses":[143],"several":[144],"state-of-the-art":[145],"performances":[149],"on":[150],"RIM-ONE":[152],"v2":[153],"dataset.":[154],"The":[155],"obtained":[156],"result":[157],"demonstrates":[158],"robustness":[160],"proposed":[163],"model.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}