{"id":"https://openalex.org/W4401749004","doi":"https://doi.org/10.1109/isbi56570.2024.10635780","title":"Unveiling the Power of High-Quality OCT: An Effective Fundus-based Modality Fusion Network for Fovea Localization","display_name":"Unveiling the Power of High-Quality OCT: An Effective Fundus-based Modality Fusion Network for Fovea Localization","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749004","doi":"https://doi.org/10.1109/isbi56570.2024.10635780"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100922886","display_name":"Huaqing He","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaqing He","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459666","display_name":"Li Lin","orcid":"https://orcid.org/0000-0002-9789-0825"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Lin","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102060229","display_name":"Zhiyuan Cai","orcid":"https://orcid.org/0009-0008-2374-6186"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Cai","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025516568","display_name":"Pujin Cheng","orcid":"https://orcid.org/0009-0000-4844-5146"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pujin Cheng","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080168999","display_name":"Xiaoying Tang","orcid":"https://orcid.org/0000-0002-7549-6560"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Tang","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electronic and Electrical Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9958000183105469,"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":0.9958000183105469,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9907000064849854,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6995641589164734},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6238154172897339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6184807419776917},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5043498277664185},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4578167498111725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4293464422225952},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3724370002746582},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1654006838798523},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1440240442752838},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1323411762714386}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6995641589164734},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6238154172897339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184807419776917},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5043498277664185},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4578167498111725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4293464422225952},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3724370002746582},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1654006838798523},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1440240442752838},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1323411762714386},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-142304","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-142304","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W2054383075","https://openalex.org/W2091925300","https://openalex.org/W2109259999","https://openalex.org/W2302255633","https://openalex.org/W2945776902","https://openalex.org/W2963730812","https://openalex.org/W3086373238","https://openalex.org/W3206018642","https://openalex.org/W4221144624","https://openalex.org/W4224998916","https://openalex.org/W4225672218","https://openalex.org/W4288032568","https://openalex.org/W4296120703","https://openalex.org/W4386826466","https://openalex.org/W6714644935","https://openalex.org/W6774054309"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374520121","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2394034517","https://openalex.org/W2377397762"],"abstract_inverted_index":{"Accurately":[0],"locating":[1],"the":[2,4,8,13,20,60,74,89,92,99,118,124,128,138,150,163],"fovea,":[3],"central":[5],"point":[6],"of":[7,15,22,62,76,91,102,117,123,132,142,152],"macula,":[9],"is":[10,65],"crucial":[11],"for":[12,53,68],"development":[14],"computer-aided":[16],"diagnosis":[17],"systems":[18],"in":[19,88],"field":[21],"retinal":[23,143],"diseases.":[24],"However,":[25],"achieving":[26],"accurate":[27],"localization":[28],"can":[29],"be":[30],"challenging,":[31],"especially":[32],"with":[33,146],"poor-quality":[34],"fundus":[35,119],"images.":[36],"To":[37],"address":[38],"this,":[39],"we":[40],"propose":[41],"a":[42,147],"multi-modal":[43,79],"fusion":[44,131],"network":[45],"that":[46,59],"leverages":[47],"high-quality":[48],"optical":[49],"coherence":[50],"tomography":[51],"(OCT)":[52],"robust":[54],"fovea":[55],"lo-calization.":[56],"We":[57,166],"demonstrate":[58],"quality":[61],"OCT":[63,93,153],"data":[64,154],"more":[66],"critical":[67],"model":[69],"performance":[70,86],"than":[71],"merely":[72],"increasing":[73],"quantity":[75],"data.":[77],"Our":[78,156],"framework":[80],"demonstrates":[81],"modality":[82,94],"robustness,":[83],"enabling":[84],"stable":[85],"even":[87],"absence":[90],"during":[95],"training.":[96],"By":[97],"employing":[98],"dual":[100],"representation":[101],"Convolution":[103],"Neural":[104],"Network":[105],"and":[106,120,130,140],"Vision":[107],"Transformer":[108],"networks,":[109],"our":[110,168],"approach":[111,136,157],"effectively":[112],"extracts":[113],"both":[114],"global":[115],"information":[116,122],"local":[121],"macula":[125],"region,":[126],"facilitating":[127],"interaction":[129],"features.":[133],"This":[134],"comprehensive":[135],"enhances":[137],"reliability":[139],"robustness":[141],"image":[144],"analysis,":[145],"focus":[148],"on":[149,162],"importance":[151],"quality.":[155],"establishes":[158],"new":[159],"state-of-the-art":[160],"results":[161],"GAMMA":[164],"dataset.":[165],"make":[167],"code":[169],"available":[170],"at":[171],"https://github.com/HuaqingHe/EFMFuse.":[172]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
