Dr. Amr Elsawy Profile

Dr. Amr Elsawy

at NCBI

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Author

Publications (5)

Proceedings Article | 2 April 2024 Poster + Paper

Detection of reticular pseudodrusen on optical coherence tomography images

Amr Elsawy, Tiarnan Keenan, Elvira Agron, Qingyu Chen, Emily Chew, Zhiyong Lu

Proceedings Volume 12926, 1292632 (2024) https://doi.org/10.1117/12.3007014

KEYWORDS: Optical coherence tomography, Retina, Deep learning, Deep convolutional neural networks

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Proceedings Article | 3 April 2023 Poster + Paper

Attention-based 3D convolutional networks for detection of geographic atrophy from optical coherence tomography scans

Amr Elsawy, Tiarnan D. Kenan, Qingyu Chen, Xiaoshuang Shi, Emily Chew, Zhiyong Lu

Proceedings Volume 12464, 124643B (2023) https://doi.org/10.1117/12.2654487

KEYWORDS: Optical coherence tomography, Network architectures, Eye, Visualization

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Proceedings Article | 19 February 2020 Paper

Diagnosis of corneal pathologies using deep learning

Amr Elsawy, Mohamed Abdel-Mottaleb, Mohamed Abou Shousha

Proceedings Volume 11218, 1121828 (2020) https://doi.org/10.1117/12.2552478

KEYWORDS: Optical coherence tomography, Eye, Surface plasmons, Visualization, Field emission displays, Pathology, Image classification, Cornea, Image segmentation, Convolutional neural networks

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Proceedings Article | 15 March 2019 Presentation + Paper

Segmentation of corneal optical coherence tomography images using Graph Search and Radon transform

Amr Elsawy, Mohamed Abdel-Mottaleb, Mohamed Abou Shousha

Proceedings Volume 10949, 109491O (2019) https://doi.org/10.1117/12.2513114

KEYWORDS: Image segmentation, Optical coherence tomography, Interfaces, Image filtering, Radon transform, Digital filtering, Eye, Cornea, Image denoising

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Proceedings Article | 15 March 2019 Presentation + Paper

Segmentation of corneal optical coherence tomography images using randomized Hough transform

Amr Elsawy, Mohamed Abdel-Mottaleb, Mohamed Abou Shousha

Proceedings Volume 10949, 109490U (2019) https://doi.org/10.1117/12.2512865

KEYWORDS: Image segmentation, Optical coherence tomography, Hough transforms, Eye, Cornea, Data modeling, Signal to noise ratio, Image filtering

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