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Acta Mechanica et Automatica
Volume 18 (2024): Issue 3 (September 2024)
Open Access
Application of Convolutional Gated Recurrent Units U-Net for Distinguishing between Retinitis Pigmentosa and Cone–Rod Dystrophy
Maria Skublewska-Paszkowska
Maria Skublewska-Paszkowska
,
Pawel Powroznik
Pawel Powroznik
,
Robert Rejdak
Robert Rejdak
and
Katarzyna Nowomiejska
Katarzyna Nowomiejska
| Jul 25, 2024
Acta Mechanica et Automatica
Volume 18 (2024): Issue 3 (September 2024)
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Published Online:
Jul 25, 2024
Page range:
505 - 513
Received:
Jul 22, 2023
Accepted:
Jan 29, 2024
DOI:
https://doi.org/10.2478/ama-2024-0054
Keywords
retinitis pigmentosa
,
convolutional GRU U-Net
,
classification
,
UWFP
,
UWFAF
,
deep learning
© 2024 Maria Skublewska-Paszkowska et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Maria Skublewska-Paszkowska
Faculty of Electrical Engineering and Computer Science, Department of Computer Science, Lublin University of Technology
Lublin, Poland
Pawel Powroznik
Faculty of Electrical Engineering and Computer Science, Department of Computer Science, Lublin University of Technology
Lublin, Poland
Robert Rejdak
Faculty of Medicine, Chair and Department of General and Pediatric Ophthalmology, Medical University of Lublin
Lublin, Poland
Katarzyna Nowomiejska
Faculty of Medicine, Chair and Department of General and Pediatric Ophthalmology, Medical University of Lublin
Lublin, Poland