Multi-task deep learning framework combining CNN: vision transformers and PSO for accurate diabetic retinopathy diagnosis and lesion localization.
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| Title: | Multi-task deep learning framework combining CNN: vision transformers and PSO for accurate diabetic retinopathy diagnosis and lesion localization. |
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| Authors: | Vijayalakshmi S; Department of Electronics and Communication Engineering, Sona College of Technology, 636005, Salem, India. vijisaumiya@gmail.com., Manoharan JS; Department of Biomedical Engineering, Jerusalem College of Engineering, Chennai, 600100, India., Nivetha B; Department of Biomedical Engineering, Jerusalem College of Engineering, Chennai, 600100, India., Sathiya A; Department Electronics & Communication Engineering, M.Kumarasamy College of Engineering, Thalavapalayam, Karur, 639113, India. |
| Source: | Scientific reports [Sci Rep] 2025 Oct 08; Vol. 15 (1), pp. 35076. Date of Electronic Publication: 2025 Oct 08. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-025-18742-z |
