{"id":"https://openalex.org/W4387121824","doi":"https://doi.org/10.1145/3613307.3613309","title":"Ocular Disease Recognition and Classification using TripleGAN","display_name":"Ocular Disease Recognition and Classification using TripleGAN","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4387121824","doi":"https://doi.org/10.1145/3613307.3613309"},"language":"en","primary_location":{"id":"doi:10.1145/3613307.3613309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3613307.3613309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 8th International Conference on Biomedical Signal and Image Processing","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":null,"display_name":"Mingxuan Fan","orcid":"https://orcid.org/0009-0000-3518-5787"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Fan","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China"],"raw_orcid":"https://orcid.org/0009-0000-3518-5787","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoling Peng","orcid":"https://orcid.org/0000-0002-5149-9740"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Peng","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China"],"raw_orcid":"https://orcid.org/0000-0002-5149-9740","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102804428","display_name":"Xi Gong","orcid":"https://orcid.org/0009-0008-0831-4131"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Gong","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China"],"raw_orcid":"https://orcid.org/0009-0008-0831-4131","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science, BNU-HKBU United International College, China","institution_ids":["https://openalex.org/I12615008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30478282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"11"},"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9976000189781189,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9966999888420105,"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/fundus","display_name":"Fundus (uterus)","score":0.7134220600128174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6566683650016785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6054054498672485},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5115457773208618},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46197521686553955},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4596649408340454},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41585391759872437},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4103473424911499},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.35717809200286865},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3423267602920532},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27086788415908813},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.20120477676391602},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16375797986984253},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1220501959323883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0697651207447052}],"concepts":[{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.7134220600128174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566683650016785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6054054498672485},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5115457773208618},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46197521686553955},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4596649408340454},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41585391759872437},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4103473424911499},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.35717809200286865},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3423267602920532},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27086788415908813},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.20120477676391602},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16375797986984253},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1220501959323883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0697651207447052},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613307.3613309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3613307.3613309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 8th International Conference on Biomedical Signal and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6499999761581421,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1493413399","https://openalex.org/W1616249925","https://openalex.org/W2090858925","https://openalex.org/W2116273337","https://openalex.org/W3096831136","https://openalex.org/W3110220146","https://openalex.org/W4211229175","https://openalex.org/W4241278806"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W2394034517","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W3044879582","https://openalex.org/W2045010375","https://openalex.org/W2471181682","https://openalex.org/W2060411034","https://openalex.org/W2007670729","https://openalex.org/W2546503577"],"abstract_inverted_index":{"Ocular":[0],"diseases":[1,19],"pose":[2],"significant":[3],"challenges":[4],"in":[5,24],"the":[6],"field":[7],"of":[8,13],"ophthalmology.":[9],"The":[10],"accurate":[11],"classification":[12,47],"fundus":[14],"images":[15],"depicting":[16],"various":[17],"ocular":[18],"plays":[20],"a":[21],"vital":[22],"role":[23],"early":[25],"diagnosis":[26],"and":[27,42],"effective":[28],"treatment":[29],"planning.":[30],"However,":[31],"medical":[32],"datasets":[33],"for":[34],"such":[35],"conditions":[36],"often":[37],"suffer":[38],"from":[39],"limited":[40],"samples":[41],"imbalanced":[43],"class":[44],"distributions,":[45],"making":[46],"tasks":[48],"more":[49],"challenging.":[50]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}