Prof. Guanghui Hou Profile

Prof. Guanghui Hou

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Publications (4)

Proceedings Article | 8 April 2024 Paper

Optimizing dry eye disease diagnosis: integrating deep learning insights from OSDI questionnaires and ocular blinking videos

Mini Han Wang, Zhiyuan Lin, Peijin Zeng, Xiaoxiao Fang, Yang Yu, Wenhan Hu, Yunxiao Liu, Haoyang Liu, Xinyue Li, Xudong Jiang, Guangshun Chen, Ruoyu Zhou, Guanghui Hou, Kelvin KL Chong, Junbin Fang

Proceedings Volume 13090, 130901H (2024) https://doi.org/10.1117/12.3026333

KEYWORDS: Video, Eye, Object detection, Deep learning, Diseases and disorders, Eye models, Diagnostics, Data modeling, Artificial intelligence, Video processing

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Proceedings Article | 8 April 2024 Paper

Advancements in Demodex mite detection: a comparative analysis of YOLOv5 and YOLOv8 utilizing microscopic examination images

Mini Han Wang, Xiaoxiao Fang, Zhiyuan Lin, Peijin Zeng, Yu Yang, Yunxiao Liu, Haoyang Liu, Wenhan Hu, Xinyue Li, Xudong Jiang, Guangshun Chen, Guanghui Hou, Kelvin KL Chong, Junbin Fang

Proceedings Volume 13090, 1309016 (2024) https://doi.org/10.1117/12.3026178

KEYWORDS: Object detection, Artificial intelligence, Biomedical applications, Evolutionary algorithms, Visualization, Video, Analytical research, Accuracy assessment, Skin, Diagnostics

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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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