Privacy-aware diabetic retinopathy grading and visual lesion-focused interpretability through mixture-of-experts federated deep learning with explainable AI.
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| Title: | Privacy-aware diabetic retinopathy grading and visual lesion-focused interpretability through mixture-of-experts federated deep learning with explainable AI. |
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| Authors: | Tashrif MTA; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh., Kundu D; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh., Bithee MMA; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh., Rahman A; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh. ar36248@georgiasouthern.edu.; School of Computing, Georgia Southern University, Statesboro, GA, 30458, USA. ar36248@georgiasouthern.edu., Farid FA; Faculty of Computer Science and Informatics, Berlin School of Business and Innovation, Karl-Marx-Straße 97-99, 12043, Berlin, Germany. fahmid.alfarid@berlinsbi.com.; Centre for Image and Vision Computing (CIVC), Multimedia University, 63100, Cyberjaya, Malaysia. fahmid.alfarid@berlinsbi.com., Karim HA; Centre for Image and Vision Computing (CIVC), Multimedia University, 63100, Cyberjaya, Malaysia. hezerul@mmu.edu.my., Miah ASM; Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, 6205, Bangladesh.; Universiti Kuala Lumpur, Malaysian Institute of Information Technology (UniKL MIIT), 1016, Jalan Sultan Ismail, 50250, Kuala Lumpur, Malaysia. |
| Source: | Scientific reports [Sci Rep] 2026 Jun 23. Date of Electronic Publication: 2026 Jun 23. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42336935 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Privacy-aware diabetic retinopathy grading and visual lesion-focused interpretability through mixture-of-experts federated deep learning with explainable AI. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Tashrif+MTA%22">Tashrif MTA</searchLink>; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Kundu+D%22">Kundu D</searchLink>; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Bithee+MMA%22">Bithee MMA</searchLink>; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Rahman+A%22">Rahman A</searchLink>; Department of CSE, National Institute of Textile Engineering and Research (NITER), Constituent Institute of the University of Dhaka, Savar, Dhaka, 1350, Bangladesh. ar36248@georgiasouthern.edu.; School of Computing, Georgia Southern University, Statesboro, GA, 30458, USA. ar36248@georgiasouthern.edu.<br /><searchLink fieldCode="AU" term="%22Farid+FA%22">Farid FA</searchLink>; Faculty of Computer Science and Informatics, Berlin School of Business and Innovation, Karl-Marx-Straße 97-99, 12043, Berlin, Germany. fahmid.alfarid@berlinsbi.com.; Centre for Image and Vision Computing (CIVC), Multimedia University, 63100, Cyberjaya, Malaysia. fahmid.alfarid@berlinsbi.com.<br /><searchLink fieldCode="AU" term="%22Karim+HA%22">Karim HA</searchLink>; Centre for Image and Vision Computing (CIVC), Multimedia University, 63100, Cyberjaya, Malaysia. hezerul@mmu.edu.my.<br /><searchLink fieldCode="AU" term="%22Miah+ASM%22">Miah ASM</searchLink>; Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, 6205, Bangladesh.; Universiti Kuala Lumpur, Malaysian Institute of Information Technology (UniKL MIIT), 1016, Jalan Sultan Ismail, 50250, Kuala Lumpur, Malaysia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Jun 23. <i>Date of Electronic Publication: </i>2026 Jun 23. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42336935 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-58292-6 Languages: – Code: eng Text: English Titles: – TitleFull: Privacy-aware diabetic retinopathy grading and visual lesion-focused interpretability through mixture-of-experts federated deep learning with explainable AI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tashrif MTA – PersonEntity: Name: NameFull: Kundu D – PersonEntity: Name: NameFull: Bithee MMA – PersonEntity: Name: NameFull: Rahman A – PersonEntity: Name: NameFull: Farid FA – PersonEntity: Name: NameFull: Karim HA – PersonEntity: Name: NameFull: Miah ASM IsPartOfRelationships: – BibEntity: Dates: – D: 23 M: 06 Text: 2026 Jun 23 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2045-2322 Titles: – TitleFull: Scientific reports Type: main |
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