Convex hull based neuro-retinal optic cup ellipse optimization in glaucoma diagnosis

Zhuo Zhang*, Jiang Liu, Neetu Sara Cherian, Ying Sun, Joo Hwee Lim, Wing Kee Wong, Ngan Meng Tan, Shijian Lu, Huiqi Li, Tien Ying Wong

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

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摘要

Glaucoma is the second leading cause of blindness. Glaucoma can be diagnosed through measurement of neuro-retinal optic cup-to-disc ratio (CDR). Automatic calculation of optic cup boundary is challenging due to the interweavement of blood vessels with the surrounding tissues around the cup. A Convex Hull based Neuro-Retinal Optic Cup Ellipse Optimization algorithm improves the accuracy of the boundary estimation. The algorithm's effectiveness is demonstrated on 70 clinical patient's data set collected from Singapore Eye Research Institute. The root mean squared error of the new algorithm is 43% better than the ARGALI system which is the state-of-the-art. This further leads to a large clinical evaluation of the algorithm involving 15 thousand patients from Australia and Singapore.

源语言英语
主期刊名Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
主期刊副标题Engineering the Future of Biomedicine, EMBC 2009
出版商IEEE Computer Society
1441-1444
页数4
ISBN(印刷版)9781424432967
DOI
出版状态已出版 - 2009
已对外发布
活动31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 - Minneapolis, MN, 美国
期限: 2 9月 20096 9月 2009

出版系列

姓名Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

会议

会议31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
国家/地区美国
Minneapolis, MN
时期2/09/096/09/09

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引用此

Zhang, Z., Liu, J., Cherian, N. S., Sun, Y., Lim, J. H., Wong, W. K., Tan, N. M., Lu, S., Li, H., & Wong, T. Y. (2009). Convex hull based neuro-retinal optic cup ellipse optimization in glaucoma diagnosis. 在 Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 (页码 1441-1444). 文章 5332913 (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009). IEEE Computer Society. https://doi.org/10.1109/IEMBS.2009.5332913