{"id":"https://openalex.org/W4283014295","doi":"https://doi.org/10.1109/ecti-con54298.2022.9795543","title":"A Framework for Generating an ICGA from a Fundus Image using GAN","display_name":"A Framework for Generating an ICGA from a Fundus Image using GAN","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4283014295","doi":"https://doi.org/10.1109/ecti-con54298.2022.9795543"},"language":"en","primary_location":{"id":"doi:10.1109/ecti-con54298.2022.9795543","doi":"https://doi.org/10.1109/ecti-con54298.2022.9795543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecti-con54298.2022.9795543","pdf_url":null,"source":{"id":"https://openalex.org/S4363608142","display_name":"International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5064250928","display_name":"Pumipach Tanachotnarangkun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pumipach Tanachotnarangkun","raw_affiliation_strings":["Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043447596","display_name":"Sanparith Marukatat","orcid":"https://orcid.org/0000-0002-8508-8544","observed_orcids":["https://orcid.org/0000-0002-8508-8544"]},"institutions":[{"id":"https://openalex.org/I14316845","display_name":"National Electronics and Computer Technology Center","ror":"https://ror.org/04z82ry91","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sanparith Marukatat","raw_affiliation_strings":["AI Research Group, NECTEC,Image Processing and Understanding Team,Pathum Thani,Thailand","Image Processing and Understanding Team, AI Research Group, NECTEC, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Research Group, NECTEC,Image Processing and Understanding Team,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I14316845"]},{"raw_affiliation_string":"Image Processing and Understanding Team, AI Research Group, NECTEC, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I14316845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024015306","display_name":"Itsuo Kumazawa","orcid":"https://orcid.org/0000-0002-5409-2727","observed_orcids":["https://orcid.org/0000-0002-5409-2727"]},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698","https://openalex.org/I4400009020"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Itsuo Kumazawa","raw_affiliation_strings":["Tokyo Institute of Technology,Department of Information and Communication Engineering,Tokyo,Japan","Department of Information and Communication Engineering, Tokyo Institute of Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology,Department of Information and Communication Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, Tokyo Institute of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017577695","display_name":"Pisit Chanvarasuth","orcid":"https://orcid.org/0000-0002-4626-1949","observed_orcids":["https://orcid.org/0000-0002-4626-1949"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pisit Chanvarasuth","raw_affiliation_strings":["Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082967971","display_name":"Paisan Ruamviboonsuk","orcid":"https://orcid.org/0000-0001-6114-6220","observed_orcids":["https://orcid.org/0000-0001-6114-6220"]},"institutions":[{"id":"https://openalex.org/I4210112079","display_name":"Rajavithi Hospital","ror":"https://ror.org/0238gtq84","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I4210112079"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Paisan Ruamviboonsuk","raw_affiliation_strings":["Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","institution_ids":["https://openalex.org/I4210112079"]},{"raw_affiliation_string":"Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand","institution_ids":["https://openalex.org/I4210112079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067613694","display_name":"Anyarak Amornpetchsathaporn","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210112079","display_name":"Rajavithi Hospital","ror":"https://ror.org/0238gtq84","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I4210112079"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Anyarak Amornpetchsathaporn","raw_affiliation_strings":["Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","institution_ids":["https://openalex.org/I4210112079"]},{"raw_affiliation_string":"Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand","institution_ids":["https://openalex.org/I4210112079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062339014","display_name":"Methaphon Chainakul","orcid":"https://orcid.org/0009-0001-5617-5980","observed_orcids":["https://orcid.org/0009-0001-5617-5980"]},"institutions":[{"id":"https://openalex.org/I4210112079","display_name":"Rajavithi Hospital","ror":"https://ror.org/0238gtq84","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I4210112079"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Methaphon Chainakul","raw_affiliation_strings":["Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajavithi Hospital,Department of Ophthalmology,Bangkok,Thailand","institution_ids":["https://openalex.org/I4210112079"]},{"raw_affiliation_string":"Department of Ophthalmology, Rajavithi Hospital, Bangkok, Thailand","institution_ids":["https://openalex.org/I4210112079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091545215","display_name":"Natsuda Kaothanthong","orcid":"https://orcid.org/0000-0003-0492-9741","observed_orcids":["https://orcid.org/0000-0003-0492-9741"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Natsuda Kaothanthong","raw_affiliation_strings":["Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thammasat University,Sirindhorn International Institute of Technology,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3982,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78207381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9824000000953674,"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":0.9824000000953674,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.008200000040233135,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.0020000000949949026,"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/indocyanine-green-angiography","display_name":"indocyanine green angiography","score":0.9589999914169312},{"id":"https://openalex.org/keywords/polypoidal-choroidal-vasculopathy","display_name":"polypoidal choroidal vasculopathy","score":0.9449999928474426},{"id":"https://openalex.org/keywords/neovascular-age-related-macular-degeneration","display_name":"neovascular age-related macular degeneration","score":0.8859999775886536},{"id":"https://openalex.org/keywords/image-to-image-translation","display_name":"image-to-image translation","score":0.722000002861023},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.8550000190734863},{"id":"https://openalex.org/keywords/eye-disease-screening","display_name":"eye disease screening","score":0.6949999928474426},{"id":"https://openalex.org/keywords/image-quality-assessment","display_name":"image quality assessment","score":0.5460000038146973}],"concepts":[{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6760804653167725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6231836080551147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6003668308258057},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48584601283073425},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47924211621284485},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4167938530445099},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35709840059280396},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3474121689796448},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3044013977050781}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecti-con54298.2022.9795543","doi":"https://doi.org/10.1109/ecti-con54298.2022.9795543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecti-con54298.2022.9795543","pdf_url":null,"source":{"id":"https://openalex.org/S4363608142","display_name":"International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8371999859809875,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322437","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61"},{"id":"https://openalex.org/F4320322704","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960"},{"id":"https://openalex.org/F4320323439","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2113889581","https://openalex.org/W2114770744","https://openalex.org/W2339754110","https://openalex.org/W2552465644","https://openalex.org/W2726555724","https://openalex.org/W2753160739","https://openalex.org/W2806695658","https://openalex.org/W2807045376","https://openalex.org/W2809254203","https://openalex.org/W2952145062","https://openalex.org/W2963784525","https://openalex.org/W3216511633","https://openalex.org/W4320013936"],"related_works":["https://openalex.org/W4400330022","https://openalex.org/W4390469081","https://openalex.org/W4407403833","https://openalex.org/W4391751464","https://openalex.org/W4387847694","https://openalex.org/W4380629865","https://openalex.org/W3023428005","https://openalex.org/W4387211558","https://openalex.org/W4294975302","https://openalex.org/W2947458823"],"abstract_inverted_index":{"Fundus":[0],"image":[1,71,125],"is":[2,46,157,166,172],"an":[3,65,68],"initial":[4],"method":[5],"for":[6,55,72],"examining":[7],"eye":[8],"diseases.":[9],"Due":[10],"to":[11,37,63,87,103,113,133],"its":[12],"visualization":[13],"limitation,":[14,41],"diseases":[15],"such":[16],"as":[17],"wet":[18],"macular":[19],"degeneration":[20],"(wet":[21],"amd)":[22],"and":[23,48,81,101,143],"polypoidal":[24],"choroidal":[25],"vasculopathy":[26],"(PCV)":[27],"looks":[28],"similar.":[29],"An":[30],"indocyanine":[31],"green":[32],"angiography":[33],"(ICGA)":[34],"was":[35,131],"introduced":[36],"cope":[38],"with":[39,152,162],"this":[40,58],"but":[42],"the":[43,105,121,135,147,153,160,163,169,175,178,182,185],"obtaining":[44],"process":[45],"invasive":[47],"complicated.":[49],"To":[50],"avoid":[51],"unnecessary":[52],"painful":[53],"processes":[54],"non-PCV":[56],"patients,":[57],"work":[59],"presents":[60],"a":[61,73,91],"framework":[62],"generate":[64],"ICGA":[66,82,107,149,165],"from":[67],"input":[69],"fundus":[70,80,156],"PCV":[74],"screening.":[75],"Given":[76],"pairs":[77],"of":[78,120,141,146,184],"high-resolution":[79],"images,":[83],"they":[84],"are":[85,99],"pre-processed":[86],"be":[88,189],"trained":[89],"using":[90],"generative":[92],"adversarial":[93],"network":[94],"(GAN).":[95],"The":[96,124,138],"generated":[97,106,136,148],"patches":[98],"combined":[100],"post-processed":[102],"obtained":[104],"image.":[108],"Several":[109],"experiments":[110],"were":[111],"conducted":[112],"acquire":[114],"suitable":[115],"pre-processing,":[116],"augmentation,":[117],"post-processing":[118],"function":[119,145],"proposed":[122],"framework.":[123],"quality":[126],"assessment":[127],"(IQA)":[128],"called":[129],"PSNR":[130,140,170],"employed":[132],"assess":[134],"images.":[137],"average":[139],"max":[142],"mean":[144],"when":[150],"comparing":[151],"original":[154,164],"colored":[155],"16.35,":[158],"while":[159],"one":[161],"16.25.":[167],"Although":[168],"score":[171],"less":[173],"than":[174],"acceptable":[176],"range,":[177],"visual":[179],"output":[180],"shows":[181],"sign":[183],"polyp":[186],"that":[187],"can":[188],"applied":[190],"in":[191],"further":[192],"classification":[193],"tasks.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-06-18T00:00:00"}
