Ms. Yuanyuan Peng Profile

Yuanyuan Peng

at Soochow Univ

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Author

Publications (4)

Proceedings Article | 3 April 2023 Poster + Paper

Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanism

Chengjian Hong, Yuanyuan Peng, Weifang Zhu, Dehui Xiang, Fei Shi, Baoqing Nie, Xinjian Chen

Proceedings Volume 12464, 124643U (2023) https://doi.org/10.1117/12.2653863

KEYWORDS: Image segmentation, Optical coherence tomography, Network architectures, Medical imaging, Computer vision technology, Retinal diseases, Retina

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Proceedings Article | 3 April 2023 Poster + Paper

Multi-modality network based on CGAN and attention mechanism for glaucoma grading

Ling Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen

Proceedings Volume 12464, 124643L (2023) https://doi.org/10.1117/12.2654113

KEYWORDS: Glaucoma, Optical coherence tomography, Education and training, Network architectures, Data modeling, Image classification, Visualization, Photography, Feature extraction

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Proceedings Article | 15 February 2021 Presentation + Paper

Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy

Yuanyuan Peng, Weifang Zhu, Feng Chen, Xinjian Chen

Proceedings Volume 11596, 115961S (2021) https://doi.org/10.1117/12.2580809

KEYWORDS: Neural networks, Convolution, Convolutional neural networks

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Proceedings Article | 10 March 2020 Paper

Automated retinopathy of prematurity screening using deep neural network with attention mechanism

Yuanyuan Peng, Weifang Zhu, Feng Chen, Daoman Xiang, Xinjian Chen

Proceedings Volume 11313, 1131321 (2020) https://doi.org/10.1117/12.2548290

KEYWORDS: Neural networks, Retina, Network architectures, Data modeling, Ophthalmology, Machine vision, Computer vision technology, Image classification, Convolution, Visualization

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