Residual self-attention vision transformer for detecting acquired vitelliform lesions and age-related macular drusen

Abstract Retinal diseases recognition is still a challenging task. Many deep learning classification methods and their modifications have been developed for medical imaging. Recently, Vision Transformers (ViT) have been applied for classification of retinal diseases with great success. Therefore, in...

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Bibliographic Details
Main Authors: Pawel Powroznik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Beata Gajda-Deryło, Max Brinkmann, Marina Concilio, Mario Damiano Toro, Robert Rejdak
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-02299-y
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