Vision Transformers for Low-Quality Histopathological Images: A Case Study on Squamous Cell Carcinoma Margin Classification.
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| Title: | Vision Transformers for Low-Quality Histopathological Images: A Case Study on Squamous Cell Carcinoma Margin Classification. |
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| Authors: | Park SY; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea., Ayana G; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma 378, Ethiopia., Wako BD; Center of Biomedical Engineering, Jimma University Medical Center, Jimma 378, Ethiopia., Jeong KC; Department of Animal Sciences, University of Florida, Gainesville, FL 32610, USA.; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA., Yoon SD; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA.; Department of Chemical and Biomolecular Engineering, Chonnam National University, Yeosu 59626, Republic of Korea., Choe SW; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA. |
| Source: | Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 Jan 23; Vol. 15 (3). Date of Electronic Publication: 2025 Jan 23. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not 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: 39941191 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Vision Transformers for Low-Quality Histopathological Images: A Case Study on Squamous Cell Carcinoma Margin Classification. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Park+SY%22">Park SY</searchLink>; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Ayana+G%22">Ayana G</searchLink>; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, Jimma 378, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Wako+BD%22">Wako BD</searchLink>; Center of Biomedical Engineering, Jimma University Medical Center, Jimma 378, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Jeong+KC%22">Jeong KC</searchLink>; Department of Animal Sciences, University of Florida, Gainesville, FL 32610, USA.; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA.<br /><searchLink fieldCode="AU" term="%22Yoon+SD%22">Yoon SD</searchLink>; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA.; Department of Chemical and Biomolecular Engineering, Chonnam National University, Yeosu 59626, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Choe+SW%22">Choe SW</searchLink>; Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Department of Medical IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39253, Republic of Korea.; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2025 Jan 23; Vol. 15 (3). <i>Date of Electronic Publication: </i>2025 Jan 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="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101658402 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4418 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754418%22">20754418 </searchLink><i>NLM ISO Abbreviation: </i>Diagnostics (Basel) <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39941191 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/diagnostics15030260 Languages: – Code: eng Text: English Titles: – TitleFull: Vision Transformers for Low-Quality Histopathological Images: A Case Study on Squamous Cell Carcinoma Margin Classification. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Park SY – PersonEntity: Name: NameFull: Ayana G – PersonEntity: Name: NameFull: Wako BD – PersonEntity: Name: NameFull: Jeong KC – PersonEntity: Name: NameFull: Yoon SD – PersonEntity: Name: NameFull: Choe SW IsPartOfRelationships: – BibEntity: Dates: – D: 23 M: 01 Text: 2025 Jan 23 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2075-4418 Numbering: – Type: volume Value: 15 – Type: issue Value: 3 Titles: – TitleFull: Diagnostics (Basel, Switzerland) Type: main |
| ResultId | 1 |
