{"id":"https://openalex.org/W4404914681","doi":"https://doi.org/10.1109/jbhi.2024.3510298","title":"Vision Sensing-Driven Intelligent Ocular Disease Detection Using Conformer-Based Dual Fusion","display_name":"Vision Sensing-Driven Intelligent Ocular Disease Detection Using Conformer-Based Dual Fusion","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4404914681","doi":"https://doi.org/10.1109/jbhi.2024.3510298","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030549"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3510298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3510298","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5003718647","display_name":"Zhiwei Guo","orcid":"https://orcid.org/0000-0001-8868-6913"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Guo","raw_affiliation_strings":["Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8868-6913","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418216","display_name":"Qin Zhang","orcid":"https://orcid.org/0000-0002-2742-1521"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zhang","raw_affiliation_strings":["Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101738759","display_name":"Peng Xu","orcid":"https://orcid.org/0000-0003-2344-9460"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xu","raw_affiliation_strings":["Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069157582","display_name":"Yu Shen","orcid":"https://orcid.org/0000-0002-8207-8375"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Shen","raw_affiliation_strings":["Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8207-8375","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Intelligent Perception and Blockchain Technology, School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036945704","display_name":"Chinmay Chakraborty","orcid":"https://orcid.org/0000-0002-4385-0975"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chinmay Chakraborty","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Birla Institute of Technology, Patna, India","Birla Institute of Technology, Mesra, India"],"raw_orcid":"https://orcid.org/0000-0002-4385-0975","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Birla Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I115715567"]},{"raw_affiliation_string":"Birla Institute of Technology, Mesra, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035125196","display_name":"Osama Alfarraj","orcid":"https://orcid.org/0000-0001-6111-8617"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Osama Alfarraj","raw_affiliation_strings":["Department of Computer Science, Community College, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6111-8617","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Community College, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076994242","display_name":"Keping Yu","orcid":"https://orcid.org/0000-0001-5735-2507"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keping Yu","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5735-2507","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7264,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93735594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"2903","last_page":"2914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.8166999816894531,"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":0.8166999816894531,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7791000008583069,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.7303000092506409,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.632162868976593},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5959101319313049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5406675934791565},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5360742807388306},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.48852264881134033},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4566243886947632},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4304543137550354},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2957099676132202}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.632162868976593},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5959101319313049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5406675934791565},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5360742807388306},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.48852264881134033},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4566243886947632},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4304543137550354},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2957099676132202},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005128","descriptor_name":"Eye Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005128","descriptor_name":"Eye Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3510298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3510298","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40030549","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030549","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4777348325","display_name":null,"funder_award_id":"CYS240563","funder_id":"https://openalex.org/F4320322685","funder_display_name":"Chongqing Technology and Business University"},{"id":"https://openalex.org/G634169919","display_name":null,"funder_award_id":"yjscxx2024-284-238","funder_id":"https://openalex.org/F4320322685","funder_display_name":"Chongqing Technology and Business University"},{"id":"https://openalex.org/G6712750367","display_name":null,"funder_award_id":"KJZD-M202400803","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G8194560796","display_name":null,"funder_award_id":"CSTB2024YCJH-KYXM0038","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G8415045768","display_name":null,"funder_award_id":"CSTB2023NSCQ-MSX0923","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320322685","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W2099421762","https://openalex.org/W4236344264","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"The":[0],"deep":[1],"vision":[2,64],"sensing":[3],"has":[4],"been":[5],"a":[6,26,44],"practical":[7],"tool":[8],"in":[9,99,136],"early":[10],"disease":[11,23,68,125,138,173],"detection,":[12,174],"and":[13,62,85,95,110,118],"this":[14,49,51],"work":[15,52],"aims":[16],"at":[17],"an":[18],"important":[19],"branch":[20],"of":[21,28,57,83,112,171,185],"ocular":[22,39,67,124,137,172],"recognition.":[24],"Although":[25],"number":[27],"researchers":[29],"had":[30],"paid":[31],"attention":[32],"to":[33,88,141,155,158],"it":[34,148],"during":[35],"past":[36],"years,":[37],"fine-grained":[38],"feature":[40],"extraction":[41],"always":[42],"remains":[43],"challenge.":[45],"To":[46],"handle":[47],"with":[48],"issue,":[50],"benefits":[53],"from":[54],"comprehensive":[55],"ability":[56],"the":[58,75,78,102,105,113,130,150,169],"convolution-Transformer":[59],"structure":[60],"(Conformer),":[61],"proposes":[63],"sensing-driven":[65],"intelligent":[66],"detection":[69,139,151],"using":[70],"conformer-based":[71],"dual":[72],"fusion.":[73],"On":[74,101],"one":[76],"hand,":[77,104],"proposal":[79,106],"combines":[80],"technical":[81,180],"advantages":[82],"convolution":[84],"visual":[86],"Transformer":[87],"more":[89,178],"accurately":[90],"fuse":[91],"local":[92],"subtle":[93],"features":[94],"global":[96],"representation":[97],"information":[98],"images.":[100],"other":[103,142],"significantly":[107],"improves":[108,149],"accuracy":[109,152],"robustness":[111],"model":[114,132],"by":[115,153],"optimizing":[116],"depth":[117],"width.":[119],"Simulation":[120],"experiments":[121],"on":[122],"real-world":[123],"image":[126],"datasets":[127],"show":[128,146],"that":[129,147],"proposed":[131],"exhibits":[133],"higher":[134],"performance":[135],"compared":[140,157],"methods.":[143,162],"Numerical":[144],"results":[145],"1%":[154],"3.7%":[156],"several":[159],"mainstream":[160],"baseline":[161],"This":[163],"research":[164],"result":[165],"not":[166],"only":[167],"promotes":[168],"development":[170],"but":[175],"also":[176],"provides":[177],"reliable":[179],"support":[181],"for":[182],"accurate":[183],"diagnosis":[184],"ophthalmic":[186],"diseases.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-07T06:01:17.266235","created_date":"2025-10-10T00:00:00"}