{"id":"https://openalex.org/W4411127489","doi":"https://doi.org/10.1587/transinf.2024edp7320","title":"Dendritic Learning Empowered Vision Transformer for Diabetic Retinopathy","display_name":"Dendritic Learning Empowered Vision Transformer for Diabetic Retinopathy","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411127489","doi":"https://doi.org/10.1587/transinf.2024edp7320"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2024edp7320","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7320","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDP7320/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDP7320/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083383494","display_name":"Hanaki Yachi","orcid":null},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hanaki YACHI","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101905245","display_name":"Wenting Gu","orcid":"https://orcid.org/0000-0003-4063-1301"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Wenzhu GU","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037203593","display_name":"Zhenyu Lei","orcid":"https://orcid.org/0000-0003-2086-479X"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhenyu LEI","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015565394","display_name":"Masaaki Omura","orcid":"https://orcid.org/0000-0002-4432-8548"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaaki OMURA","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010245958","display_name":"Shangce Gao","orcid":"https://orcid.org/0000-0001-5042-3261"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shangce GAO","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083383494"],"corresponding_institution_ids":["https://openalex.org/I42766147"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19344914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E108.D","issue":"12","first_page":"1622","last_page":"1630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9603999853134155,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9146000146865845,"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":0.7975092530250549},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.6330447793006897},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.47148653864860535},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.4108456075191498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3945813477039337},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3508126735687256},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2151791751384735},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.19206786155700684},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06477200984954834},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.040442198514938354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7975092530250549},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6330447793006897},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.47148653864860535},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.4108456075191498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3945813477039337},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3508126735687256},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2151791751384735},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.19206786155700684},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06477200984954834},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.040442198514938354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2024edp7320","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7320","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDP7320/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2024edp7320","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7320","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDP7320/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1866405319","display_name":null,"funder_award_id":"JP22H03643","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5256887504","display_name":null,"funder_award_id":"Japan Society for the Promotion of Science (JSPS)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411127489.pdf","grobid_xml":"https://content.openalex.org/works/W4411127489.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1995341919","https://openalex.org/W2194775991","https://openalex.org/W2282595618","https://openalex.org/W2502390809","https://openalex.org/W2549139847","https://openalex.org/W2829536470","https://openalex.org/W2963125010","https://openalex.org/W2963446712","https://openalex.org/W2964137095","https://openalex.org/W3035941285","https://openalex.org/W3048817311","https://openalex.org/W3159573745","https://openalex.org/W3164230720","https://openalex.org/W3168997536","https://openalex.org/W3196700921","https://openalex.org/W3202048978","https://openalex.org/W3205959825","https://openalex.org/W3207531473","https://openalex.org/W3210510019","https://openalex.org/W4206706211","https://openalex.org/W4281615780","https://openalex.org/W4304175695","https://openalex.org/W4319967365","https://openalex.org/W4364381062","https://openalex.org/W4383032447","https://openalex.org/W4383753158","https://openalex.org/W4387885883","https://openalex.org/W4390588537","https://openalex.org/W4391180109","https://openalex.org/W4391765461","https://openalex.org/W4399446865","https://openalex.org/W4399515534","https://openalex.org/W4399528666","https://openalex.org/W4399709288","https://openalex.org/W4399766473","https://openalex.org/W4399927994","https://openalex.org/W4402082386","https://openalex.org/W4404851440"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2,27,49],"revolutionized":[3],"complex":[4],"tasks":[5],"such":[6],"as":[7,30,44],"classification,":[8],"approximation,":[9],"and":[10,94,129],"prediction,":[11],"drawing":[12],"inspiration":[13],"from":[14],"mathematical":[15],"models":[16],"of":[17,71,89,96,109,131],"the":[18,45,68,72,75,84,92,107,118,127,136],"human":[19],"brain.":[20],"Among":[21],"recent":[22],"breakthroughs,":[23],"Google's":[24],"Transformer":[25,47],"architecture":[26,82],"established":[28],"itself":[29],"a":[31,61],"leading":[32],"framework":[33],"in":[34,140],"natural":[35],"language":[36],"processing.":[37],"Its":[38],"adaptation":[39],"to":[40,98,106,125],"computer":[41],"vision,":[42],"known":[43],"Vision":[46],"(ViT),":[48],"set":[50],"new":[51],"benchmarks":[52],"for":[53,138],"image-based":[54],"tasks.":[55],"In":[56],"this":[57],"study,":[58],"we":[59],"introduce":[60],"novel":[62],"neural":[63],"network":[64],"model":[65,78,103],"that":[66],"integrates":[67],"input":[69],"layer":[70],"ViT":[73,90],"with":[74,91,117],"dendritic":[76],"neuron":[77],"(DNM).":[79],"This":[80],"hybrid":[81],"combines":[83],"advanced":[85],"feature":[86],"extraction":[87],"capabilities":[88],"adaptability":[93],"robustness":[95],"DNM":[97],"enhance":[99],"performance.":[100],"The":[101,120],"proposed":[102],"is":[104],"applied":[105],"diagnosis":[108],"diabetic":[110],"retinopathy,":[111],"effectively":[112],"identifying":[113],"critical":[114],"features":[115],"associated":[116],"condition.":[119],"results":[121],"underscore":[122],"its":[123],"potential":[124],"improve":[126],"accuracy":[128],"reliability":[130],"medical":[132],"image":[133],"analysis,":[134],"paving":[135],"way":[137],"advancements":[139],"healthcare":[141],"diagnostics.":[142]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
