{"id":"https://openalex.org/W4413120556","doi":"https://doi.org/10.1109/tim.2025.3596997","title":"FANet: Joint Spatial\u2013Frequency Domain Framework for Retinal Disease Classification From OCT Images","display_name":"FANet: Joint Spatial\u2013Frequency Domain Framework for Retinal Disease Classification From OCT Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413120556","doi":"https://doi.org/10.1109/tim.2025.3596997"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3596997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3596997","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5101518209","display_name":"Xinyu Guo","orcid":"https://orcid.org/0000-0003-1119-4173"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyu Guo","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-1119-4173","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tianyu Zhang","orcid":"https://orcid.org/0009-0007-5221-7614"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Zhang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0007-5221-7614","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068567831","display_name":"Kaiwen Song","orcid":"https://orcid.org/0000-0001-5578-9537"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiwen Song","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-5578-9537","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112387311","display_name":"Peng Wang","orcid":"https://orcid.org/0009-0008-0696-2637"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0008-0696-2637","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101550883","display_name":"Miao Yu","orcid":"https://orcid.org/0000-0002-2020-6773"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Yu","raw_affiliation_strings":["Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, Shenzhen, China","Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2020-6773","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qingshi Liu","orcid":"https://orcid.org/0009-0005-0168-2511"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingshi Liu","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0005-0168-2511","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103490827","display_name":"N. Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naichen Yu","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0006-1020-5271","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020081839","display_name":"Xiaofeng Yi","orcid":"https://orcid.org/0000-0002-3003-3191"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Yi","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-3003-3191","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063695177","display_name":"Tiehu Fan","orcid":"https://orcid.org/0000-0003-1496-9464"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiehu Fan","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-1496-9464","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008421312","display_name":"Nao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210125137","display_name":"First Hospital of Jilin University","ror":"https://ror.org/034haf133","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210125137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nao Sun","raw_affiliation_strings":["Center for Reproductive Medicine and the Center for Prenatal Diagnosis, The First Hospital, Jilin University, Changchun, China","Center for Reproductive Medicine and Center for Prenatal Diagnosis, The First Hospital, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0000-7563-0785","affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine and the Center for Prenatal Diagnosis, The First Hospital, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210125137","https://openalex.org/I194450716"]},{"raw_affiliation_string":"Center for Reproductive Medicine and Center for Prenatal Diagnosis, The First Hospital, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210125137","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100425871","display_name":"Tianyu Zhang","orcid":"https://orcid.org/0000-0003-4281-7417"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Zhang","raw_affiliation_strings":["Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-4281-7417","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geophysical Exploration Equipment, Ministry of Education, College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Ministry of Education, College of Instrumentation and Electrical Engineering, Key Laboratory of Geophysical Exploration Equipment, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5101518209"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27999141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9969000220298767,"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":0.9969000220298767,"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":0.9377999901771545,"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":0.9240000247955322,"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/joint","display_name":"Joint (building)","score":0.6760324239730835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.59847491979599},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5883145332336426},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5094013810157776},{"id":"https://openalex.org/keywords/spatial-frequency","display_name":"Spatial frequency","score":0.5045326948165894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4519474506378174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39581865072250366},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.26980894804000854},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.20318269729614258},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17467927932739258},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1708657443523407},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11754539608955383},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.09452390670776367}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6760324239730835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.59847491979599},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5883145332336426},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5094013810157776},{"id":"https://openalex.org/C100921725","wikidata":"https://www.wikidata.org/wiki/Q1650811","display_name":"Spatial frequency","level":2,"score":0.5045326948165894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4519474506378174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39581865072250366},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.26980894804000854},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.20318269729614258},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17467927932739258},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1708657443523407},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11754539608955383},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.09452390670776367},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3596997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3596997","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8609774421","display_name":null,"funder_award_id":"2024ZD1004101","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"}],"funders":[{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1966136954","https://openalex.org/W1978081629","https://openalex.org/W1997480136","https://openalex.org/W2013754472","https://openalex.org/W2136746813","https://openalex.org/W2418802570","https://openalex.org/W2769254490","https://openalex.org/W2788633781","https://openalex.org/W2794408886","https://openalex.org/W2807554198","https://openalex.org/W2897557952","https://openalex.org/W2914016683","https://openalex.org/W2946303964","https://openalex.org/W2969191453","https://openalex.org/W3092462775","https://openalex.org/W3094502228","https://openalex.org/W3110137662","https://openalex.org/W3137278571","https://openalex.org/W3138516171","https://openalex.org/W3151130473","https://openalex.org/W3198146315","https://openalex.org/W3210068417","https://openalex.org/W4205370697","https://openalex.org/W4211205882","https://openalex.org/W4214666412","https://openalex.org/W4220787287","https://openalex.org/W4220898502","https://openalex.org/W4286209556","https://openalex.org/W4308112566","https://openalex.org/W4312820606","https://openalex.org/W4312832682","https://openalex.org/W4312881242","https://openalex.org/W4323038853","https://openalex.org/W4361857100","https://openalex.org/W4362496454","https://openalex.org/W4378978254","https://openalex.org/W4386362967","https://openalex.org/W4387535156","https://openalex.org/W4387707708","https://openalex.org/W4388145401","https://openalex.org/W4388145414","https://openalex.org/W4390874458","https://openalex.org/W4392095531","https://openalex.org/W4392909761","https://openalex.org/W4393282389","https://openalex.org/W4394728153","https://openalex.org/W4400617748","https://openalex.org/W4401024885","https://openalex.org/W4401479535","https://openalex.org/W4401729191","https://openalex.org/W4403839374","https://openalex.org/W4406271349","https://openalex.org/W4407247178","https://openalex.org/W4408951632"],"related_works":["https://openalex.org/W4387265590","https://openalex.org/W1995904975","https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W2034516402","https://openalex.org/W2888483922","https://openalex.org/W3040090327","https://openalex.org/W2756647615"],"abstract_inverted_index":{"The":[0],"increasing":[1],"prevalence":[2],"of":[3,19,35,177],"retinal":[4,20,49,66,141],"diseases":[5],"fuels":[6],"the":[7,14,29,33,45,88,104,150],"demand":[8],"for":[9,65],"automated":[10],"diagnostic":[11],"technologies.":[12],"However,":[13],"sparsity":[15],"and":[16,47,73,91,172],"multiscale":[17,79],"features":[18,109],"optical":[21],"coherence":[22],"tomography":[23],"(OCT)":[24],"images,":[25],"as":[26,28],"well":[27],"high":[30],"demands":[31],"on":[32,139],"applicability":[34],"detection":[36],"algorithms":[37],"in":[38,87,103],"practical":[39],"settings,":[40],"pose":[41],"great":[42],"challenges":[43],"to":[44,83,98,118,157,167,174],"accurate":[46],"robust":[48],"OCT":[50,142],"image":[51],"classification":[52,170],"algorithms.":[53],"To":[54],"address":[55],"these":[56],"issues,":[57],"this":[58],"article":[59],"introduces":[60],"a":[61,78,92,113,120,135],"frequency-aware":[62],"network":[63],"(FANet)":[64],"OCT-based":[67],"disease":[68],"classification,":[69],"leveraging":[70],"complementary":[71],"spatial-":[72],"frequency-domain":[74],"information.":[75],"FANet":[76,128],"leverages":[77],"Laplacian":[80],"pyramid":[81],"(MSLP)":[82],"capture":[84],"fine-grained":[85],"details":[86],"spatial":[89],"domain":[90],"harmonic":[93],"feature":[94,114,122],"enhancement":[95],"(HFE)":[96],"module":[97],"model":[99],"broader":[100],"contextual":[101],"information":[102],"frequency":[105],"domain.":[106],"These":[107],"diverse":[108],"are":[110],"integrated":[111],"through":[112],"fusion":[115],"unit":[116],"(FFU)":[117],"form":[119],"comprehensive":[121],"representation.":[123],"Our":[124],"experiments":[125,152],"demonstrate":[126,154],"that":[127],"outperforms":[129],"existing":[130],"state-of-the-art":[131],"(SOTA)":[132],"models,":[133],"achieving":[134],"2.3%":[136],"accuracy":[137],"improvement":[138],"our":[140],"dataset":[143],"while":[144],"maintaining":[145],"low":[146],"computational":[147],"complexity.":[148],"Furthermore,":[149],"extended":[151],"comprehensively":[153],"FANet\u2019s":[155],"robustness":[156],"noise":[158],"interference,":[159],"strong":[160],"generalization":[161],"capability":[162],"across":[163],"different":[164],"datasets,":[165],"adaptability":[166],"imbalanced":[168],"multiclass":[169],"scenarios,":[171],"sensitivity":[173],"varying":[175],"amounts":[176],"training":[178],"data.":[179]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
