{"id":"https://openalex.org/W4415707711","doi":"https://doi.org/10.1109/icme59968.2025.11209492","title":"Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection","display_name":"Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415707711","doi":"https://doi.org/10.1109/icme59968.2025.11209492"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","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/A5067821096","display_name":"Yongting Hu","orcid":"https://orcid.org/0000-0003-3924-3547"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongting Hu","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088438299","display_name":"Yuxin Lin","orcid":"https://orcid.org/0000-0003-4375-3515"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Lin","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738875","display_name":"Chengliang Liu","orcid":"https://orcid.org/0000-0002-6092-3005"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengliang Liu","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426946","display_name":"Xiaoling Luo","orcid":"https://orcid.org/0000-0003-3678-3185"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Luo","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106613937","display_name":"Xiaoyan Dou","orcid":"https://orcid.org/0000-0003-4685-7977"},"institutions":[{"id":"https://openalex.org/I4210164332","display_name":"Shenzhen Second People's Hospital","ror":"https://ror.org/05c74bq69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Dou","raw_affiliation_strings":["Shenzhen Second People&#x2019;s Hospital,Ophthalmology Department,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Second People&#x2019;s Hospital,Ophthalmology Department,Shenzhen,China","institution_ids":["https://openalex.org/I4210164332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101136197","display_name":"Qihao Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihao Xu","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010277066","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0001-7183-3155"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067821096"],"corresponding_institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.2828,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84758919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9154000282287598,"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":0.9154000282287598,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.040800001472234726,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.006500000134110451,"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/lesion","display_name":"Lesion","score":0.6062999963760376},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5343999862670898},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.5328999757766724},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4936000108718872},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4611000120639801},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3944999873638153},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.359499990940094},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.3544999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6284000277519226},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.6062999963760376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5455999970436096},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5343999862670898},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.5328999757766724},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4936000108718872},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4611000120639801},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3944999873638153},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.359499990940094},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.3449999988079071},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3199999928474426},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2775999903678894},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.2655999958515167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2549139847","https://openalex.org/W2557738935","https://openalex.org/W2640386719","https://openalex.org/W2753056288","https://openalex.org/W2770877241","https://openalex.org/W2963091558","https://openalex.org/W2963163009","https://openalex.org/W3024471355","https://openalex.org/W3138516171","https://openalex.org/W3174384244","https://openalex.org/W3210510019","https://openalex.org/W4287218658","https://openalex.org/W4288064731","https://openalex.org/W4382458216","https://openalex.org/W4386320479","https://openalex.org/W4390660394","https://openalex.org/W4393148186","https://openalex.org/W4402980505","https://openalex.org/W4407948757"],"related_works":[],"abstract_inverted_index":{"Multi-view":[0],"diabetic":[1],"retinopathy":[2],"(DR)":[3],"detection":[4],"has":[5],"recently":[6],"emerged":[7],"as":[8],"a":[9,61,80,122],"promising":[10],"method":[11,63],"to":[12,29,64,83,102,114,126],"address":[13],"the":[14,30,49,66,97,140],"issue":[15],"of":[16,36,53,68,96,142],"incomplete":[17],"lesions":[18],"faced":[19],"by":[20,111],"single-view":[21],"DR.":[22],"However,":[23],"it":[24],"is":[25,100,108,147],"still":[26],"challenging":[27],"due":[28],"variable":[31],"sizes":[32],"and":[33,51,73,89,130],"scattered":[34],"locations":[35],"lesions.":[37],"Furthermore,":[38],"existing":[39],"multi-view":[40,75,128],"DR":[41],"methods":[42],"typically":[43],"merge":[44],"multiple":[45],"views":[46],"without":[47],"considering":[48],"correlations":[50],"redundancies":[52],"lesion":[54,70,87,104,117],"information":[55,71],"across":[56],"them.":[57],"Therefore,":[58],"we":[59,78,120],"propose":[60],"novel":[62],"overcome":[65],"challenges":[67],"difficult":[69,116],"learning":[72],"inadequate":[74],"fusion.":[76],"Specifically,":[77],"introduce":[79],"two-branch":[81],"network":[82],"obtain":[84],"both":[85],"local":[86],"features":[88],"their":[90],"global":[91,112],"dependencies.":[92],"The":[93,145],"high-frequency":[94],"component":[95],"wavelet":[98],"transform":[99],"used":[101],"exploit":[103],"edge":[105],"information,":[106],"which":[107],"then":[109],"enhanced":[110],"semantic":[113],"facilitate":[115],"learning.":[118],"Additionally,":[119],"present":[121],"cross-view":[123],"fusion":[124,129],"module":[125],"improve":[127],"reduce":[131],"redundancy.":[132],"Experimental":[133],"results":[134],"on":[135,150],"large":[136],"public":[137],"datasets":[138],"demonstrate":[139],"effectiveness":[141],"our":[143],"method.":[144],"code":[146],"open":[148],"sourced":[149],"https://github.com/HuYongting/WGLIN.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-30T00:00:00"}
