Prof. Jie Yang Profile

Prof. Jie Yang

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Publications (2)

Proceedings Article | 15 January 2024 Paper

Fusion learning methods for the age-related macular degeneration diagnosis based on multiple sources of ophthalmic digital images

Mini Han Wang, Junjie Zhou, Chengde Huang, Zhoujie Tang, Xiangrong Yu, Guanghui Hou, Jie Yang, Qingting Yuan, Kelvin KL Chong, Lina Huang

Proceedings Volume 12983, 129831W (2024) https://doi.org/10.1117/12.3017888

KEYWORDS: Optical coherence tomography, Data modeling, Machine learning, Image segmentation, Feature extraction, Evolutionary algorithms, Education and training, Image fusion, Databases, Convolution

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Proceedings Article | 15 January 2024 Paper

Deep learning for macular fovea detection based on ultra-widefield fundus images

Mini Han Wang, Lina Huang, Guanghui Hou, Jie Yang, Lumin Xing, Qiting Yuan, Kelvin Kam-Lung Chong, Zhiyuan Lin, Peijin Zeng, Xiaoxiao Fang, Xiaoping Yao, Qingqian Li, Jiang Liu, Chen Lin

Proceedings Volume 12983, 129831Z (2024) https://doi.org/10.1117/12.3017895

KEYWORDS: Deep learning, Anatomy, Macula, Image segmentation, Eye, Error analysis, Image processing, Education and training, Ophthalmology, Diagnostics

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