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An Explainable AI Ensemble Model for Acquired Vitelliform Lesion Identification Cover

An Explainable AI Ensemble Model for Acquired Vitelliform Lesion Identification

Acta Mechanica et Automatica
Volume 20 (2026): Issue 3 (September 2026)
By: ,  ,  ,   and    
Open Access
|Sep 2026
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DOI: https://doi.org/10.65731/ama/2026-0059 | Journal eISSN: 2300-5319 | Journal ISSN: 1898-4088
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Language: English
Page range: 594 - 605
Submitted on: Apr 7, 2026
Accepted on: Jun 13, 2026
Published on: Sep 5, 2026
Published by: Bialystok University of Technology
In partnership with: Paradigm Publishing Services
Keywords:
retinal diseases,
Acquired Vitelliform Lesions,
DRUSEN,
Convolutional Gated Recurrent Units U-Net,
Deep CNN-GRU Network,
Residual Attention CNN,
ensemble learning,
XAI
Related subjects:
Engineering,
Mechanical engineering,
Mechanics,
Bioengineering and biomedical engineering,
Biomechanics,
Civil engineering,
Environmental engineering

© 2026 Pawel Powroźnik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Robert Rejdak, Marcin Derlatka, published by Bialystok University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 20 (2026): Issue 3 (September 2026)
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