MaxGRNet: A multi-axis vision transformer with improved generalization for eye disease classification using explainable AI with insertion-deletion operations on fundus images.
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| Title: | MaxGRNet: A multi-axis vision transformer with improved generalization for eye disease classification using explainable AI with insertion-deletion operations on fundus images. |
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| Authors: | Santo MMH; Department of Information Technology, Central Queensland University, Melbourne, Victoria, Australia., Bhoyan FH; Department of Computer Science and Engineering, University of Liberal Arts, Dhaka, Bangladesh., Farhad FIJ; Department of Information Technology, Central Queensland University, Melbourne, Victoria, Australia., Farid FA; Centre for Image and Vision Computing (CIVC), COE for Artificial Intelligence, Faculty of Artificial Intelligence and Engineering (FAIE), Multimedia University, Cyberjaya, Selangor, Malaysia., Chakraborty S; Department of Computer Science, Old Dominion University Norfolk, Norfolk, Virginia, United States of America., Mehedi MHK; Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh., Uddin J; AI and Big Data Department, Endicott College, Woosong University, Daejeon, Republic of Korea., Karim HBA; Centre for Image and Vision Computing (CIVC), COE for Artificial Intelligence, Faculty of Artificial Intelligence and Engineering (FAIE), Multimedia University, Cyberjaya, Selangor, Malaysia. |
| Source: | PloS one [PLoS One] 2026 Apr 08; Vol. 21 (4), pp. e0346329. Date of Electronic Publication: 2026 Apr 08 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41950248 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: MaxGRNet: A multi-axis vision transformer with improved generalization for eye disease classification using explainable AI with insertion-deletion operations on fundus images. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Santo+MMH%22">Santo MMH</searchLink>; Department of Information Technology, Central Queensland University, Melbourne, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Bhoyan+FH%22">Bhoyan FH</searchLink>; Department of Computer Science and Engineering, University of Liberal Arts, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Farhad+FIJ%22">Farhad FIJ</searchLink>; Department of Information Technology, Central Queensland University, Melbourne, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Farid+FA%22">Farid FA</searchLink>; Centre for Image and Vision Computing (CIVC), COE for Artificial Intelligence, Faculty of Artificial Intelligence and Engineering (FAIE), Multimedia University, Cyberjaya, Selangor, Malaysia.<br /><searchLink fieldCode="AU" term="%22Chakraborty+S%22">Chakraborty S</searchLink>; Department of Computer Science, Old Dominion University Norfolk, Norfolk, Virginia, United States of America.<br /><searchLink fieldCode="AU" term="%22Mehedi+MHK%22">Mehedi MHK</searchLink>; Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Uddin+J%22">Uddin J</searchLink>; AI and Big Data Department, Endicott College, Woosong University, Daejeon, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Karim+HBA%22">Karim HBA</searchLink>; Centre for Image and Vision Computing (CIVC), COE for Artificial Intelligence, Faculty of Artificial Intelligence and Engineering (FAIE), Multimedia University, Cyberjaya, Selangor, Malaysia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2026 Apr 08; Vol. 21 (4), pp. e0346329. <i>Date of Electronic Publication: </i>2026 Apr 08 (<i>Print Publication: </i>2026). – 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="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41950248 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0346329 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0346329 Titles: – TitleFull: MaxGRNet: A multi-axis vision transformer with improved generalization for eye disease classification using explainable AI with insertion-deletion operations on fundus images. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Santo MMH – PersonEntity: Name: NameFull: Bhoyan FH – PersonEntity: Name: NameFull: Farhad FIJ – PersonEntity: Name: NameFull: Farid FA – PersonEntity: Name: NameFull: Chakraborty S – PersonEntity: Name: NameFull: Mehedi MHK – PersonEntity: Name: NameFull: Uddin J – PersonEntity: Name: NameFull: Karim HBA IsPartOfRelationships: – BibEntity: Dates: – D: 08 M: 04 Text: 2026 Apr 08 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 21 – Type: issue Value: 4 Titles: – TitleFull: PloS one Type: main |
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