{"id":"https://openalex.org/W4223418034","doi":"https://doi.org/10.1109/iceic54506.2022.9748765","title":"End-to-end Two-Branch Classifier for Retinal Imaging Analysis","display_name":"End-to-end Two-Branch Classifier for Retinal Imaging Analysis","publication_year":2022,"publication_date":"2022-02-06","ids":{"openalex":"https://openalex.org/W4223418034","doi":"https://doi.org/10.1109/iceic54506.2022.9748765"},"language":"en","primary_location":{"id":"doi:10.1109/iceic54506.2022.9748765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic54506.2022.9748765","pdf_url":null,"source":{"id":"https://openalex.org/S4363608213","display_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5032140747","display_name":"Young-Tack Oh","orcid":"https://orcid.org/0000-0002-9926-7746"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Young-tack Oh","raw_affiliation_strings":["Sungkyunkwan University,Department of Electrical and Computer Engineering,Suwon,Korea","Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University,Department of Electrical and Computer Engineering,Suwon,Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100328513","display_name":"Hyunjin Park","orcid":"https://orcid.org/0000-0001-5681-8918"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunjin Park","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Sungkyunkwan University,Suwon,Korea","School of Electronic and Electrical Engineering, Sungkyunkwan University, Suwon, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Sungkyunkwan University,Suwon,Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Sungkyunkwan University, Suwon, Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032140747"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":0.4468,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55500674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9948999881744385,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9923999905586243,"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/retinal","display_name":"Retinal","score":0.7609937191009521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.709489107131958},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6795347332954407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6042066812515259},{"id":"https://openalex.org/keywords/exacerbation","display_name":"Exacerbation","score":0.4670250415802002},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46675539016723633},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4516559839248657},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4491446614265442},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.44714435935020447},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36304354667663574},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.319071888923645},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.23167908191680908},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1734594702720642},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06873947381973267},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06413844227790833}],"concepts":[{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.7609937191009521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709489107131958},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6795347332954407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6042066812515259},{"id":"https://openalex.org/C2777014857","wikidata":"https://www.wikidata.org/wiki/Q1383410","display_name":"Exacerbation","level":2,"score":0.4670250415802002},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46675539016723633},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4516559839248657},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4491446614265442},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.44714435935020447},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36304354667663574},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.319071888923645},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.23167908191680908},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1734594702720642},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06873947381973267},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06413844227790833},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic54506.2022.9748765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic54506.2022.9748765","pdf_url":null,"source":{"id":"https://openalex.org/S4363608213","display_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2935354929","display_name":null,"funder_award_id":"NRF-2020M3E5D2A01084892","funder_id":"https://openalex.org/F4320333169","funder_display_name":"National Science Foundation, United Arab Emirates"},{"id":"https://openalex.org/G3520600391","display_name":null,"funder_award_id":"IBS-R015-D1","funder_id":"https://openalex.org/F4320326441","funder_display_name":"Institute for Basic Science"},{"id":"https://openalex.org/G5756751207","display_name":null,"funder_award_id":"IITP-2020-2018-0-01798","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320326441","display_name":"Institute for Basic Science","ror":"https://ror.org/00y0zf565"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320333169","display_name":"National Science Foundation, United Arab Emirates","ror":null},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W2604384166","https://openalex.org/W2746314669","https://openalex.org/W2887976372","https://openalex.org/W2889985731","https://openalex.org/W2955425717","https://openalex.org/W2963785012","https://openalex.org/W3099319035","https://openalex.org/W3128220181","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W1992577796","https://openalex.org/W4309103225","https://openalex.org/W2130939671","https://openalex.org/W2110265450","https://openalex.org/W2952884403","https://openalex.org/W4311699418","https://openalex.org/W2801381949","https://openalex.org/W4237402870","https://openalex.org/W2005234362","https://openalex.org/W1997235926"],"abstract_inverted_index":{"Retinal":[0,65],"image":[1,35],"analysis":[2],"is":[3,19,106],"essential":[4],"in":[5,54,76],"the":[6,32,55,92],"identification":[7,15],"and":[8,26,73,94,112],"classification":[9],"of":[10,16,28,45],"various":[11,46],"retinal":[12,17,34],"diseases.":[13,47],"Automatic":[14],"disease":[18,29],"a":[20],"big":[21],"step":[22],"towards":[23],"early":[24],"diagnosis":[25],"prevention":[27],"exacerbation.":[30],"However,":[31],"existing":[33],"open":[36],"datasets":[37],"have":[38],"limitations":[39],"because":[40],"they":[41],"do":[42],"not":[43],"consist":[44],"To":[48],"solve":[49,91],"this":[50],"problem,":[51],"we":[52,83],"participated":[53],"IEEE":[56],"International":[57],"Symposium":[58],"on":[59,109,114],"Biomedical":[60],"Imaging":[61],"Challenge":[62,72],"2021":[63],"-":[64],"Image":[66],"Analysis":[67],"for":[68],"multi-Disease":[69],"Detection":[70],"(RIADD)":[71],"were":[74],"placed":[75],"4th":[77],"place.":[78],"This":[79],"study":[80],"shows":[81],"that":[82],"extend":[84],"our":[85],"proposed":[86],"Two-Branch":[87],"Classifier":[88],"model":[89,105],"to":[90],"problem":[93],"achieve":[95],"better":[96],"performance":[97],"(overall":[98],"integration":[99],"score":[100],"increased":[101],"by":[102],"2.23%).":[103],"The":[104],"trained":[107],"end-to-end":[108],"1,920":[110],"cases":[111],"tested":[113],"620":[115],"cases.":[116]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
