Feature analysis in slit-lamp image for nuclear cataract diagnosis

Huiqi Li; Joo Hwee Lim; Jiang Liu; Damon Wing; Kee Wong; Tien Yin Wong

doi:10.1109/BMEI.2010.5639467

Feature analysis in slit-lamp image for nuclear cataract diagnosis

Huiqi Li^*, Joo Hwee Lim, Jiang Liu, Damon Wing, Kee Wong, Tien Yin 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

11 引用（Scopus）

摘要

Nuclear cataract is the most common type of age-related cataract and it is clinically diagnosed using slit-lamp images. Objective measurement of the features in slit-lamp image is investigated using a computerized software system. The correlation between the features and the nuclear cataract grades is analyzed. Experimental results show that intensity of sulcus, color in the lens and nucleus region, intensity of nucleus, and color in posterior reflex region are the key features for grading nuclear cataract. This study of feature analysis can benefit clinical cataract diagnosis and clinical research. The feature analysis can also be utilized to investigate the performance of different graders and be employed in training of new graders.

源语言	英语
主期刊名	Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010
页	253-256
页数	4
DOI	https://doi.org/10.1109/BMEI.2010.5639467
出版状态	已出版 - 2010
已对外发布	是
活动	3rd International Conference on BioMedical Engineering and Informatics, BMEI 2010 - Yantai, 中国期限: 16 10月 2010 → 18 10月 2010

出版系列

姓名	Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010
卷	1

会议

会议	3rd International Conference on BioMedical Engineering and Informatics, BMEI 2010
国家/地区	中国
市	Yantai
时期	16/10/10 → 18/10/10

访问文件

10.1109/BMEI.2010.5639467

其它文件与链接

链接到 Scopus 的出版物

引用此

Li, H., Lim, J. H., Liu, J., Wing, D., Wong, K., & Wong, T. Y. (2010). Feature analysis in slit-lamp image for nuclear cataract diagnosis. 在 Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010 (页码 253-256). 文章 5639467 (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; 卷 1). https://doi.org/10.1109/BMEI.2010.5639467

@inproceedings{875ac560252c405d86ceb69cec63c145,

title = "Feature analysis in slit-lamp image for nuclear cataract diagnosis",

abstract = "Nuclear cataract is the most common type of age-related cataract and it is clinically diagnosed using slit-lamp images. Objective measurement of the features in slit-lamp image is investigated using a computerized software system. The correlation between the features and the nuclear cataract grades is analyzed. Experimental results show that intensity of sulcus, color in the lens and nucleus region, intensity of nucleus, and color in posterior reflex region are the key features for grading nuclear cataract. This study of feature analysis can benefit clinical cataract diagnosis and clinical research. The feature analysis can also be utilized to investigate the performance of different graders and be employed in training of new graders.",

keywords = "Computer-aided diagnosis, Feature analysis, Nuclear cataract, Slit-lamp image",

author = "Huiqi Li and Lim, {Joo Hwee} and Jiang Liu and Damon Wing and Kee Wong and Wong, {Tien Yin}",

year = "2010",

doi = "10.1109/BMEI.2010.5639467",

language = "English",

isbn = "9781424464968",

series = "Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010",

pages = "253--256",

booktitle = "Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010",

note = "3rd International Conference on BioMedical Engineering and Informatics, BMEI 2010 ; Conference date: 16-10-2010 Through 18-10-2010",

}

Li, H, Lim, JH, Liu, J, Wing, D, Wong, K & Wong, TY 2010, Feature analysis in slit-lamp image for nuclear cataract diagnosis. 在 Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010., 5639467, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010, 卷 1, 页码 253-256, 3rd International Conference on BioMedical Engineering and Informatics, BMEI 2010, Yantai, 中国, 16/10/10. https://doi.org/10.1109/BMEI.2010.5639467

Feature analysis in slit-lamp image for nuclear cataract diagnosis. / Li, Huiqi; Lim, Joo Hwee; Liu, Jiang 等.
Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. 2010. 页码 253-256 5639467 (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; 卷 1).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Feature analysis in slit-lamp image for nuclear cataract diagnosis

AU - Li, Huiqi

AU - Lim, Joo Hwee

AU - Liu, Jiang

AU - Wing, Damon

AU - Wong, Kee

AU - Wong, Tien Yin

PY - 2010

Y1 - 2010

N2 - Nuclear cataract is the most common type of age-related cataract and it is clinically diagnosed using slit-lamp images. Objective measurement of the features in slit-lamp image is investigated using a computerized software system. The correlation between the features and the nuclear cataract grades is analyzed. Experimental results show that intensity of sulcus, color in the lens and nucleus region, intensity of nucleus, and color in posterior reflex region are the key features for grading nuclear cataract. This study of feature analysis can benefit clinical cataract diagnosis and clinical research. The feature analysis can also be utilized to investigate the performance of different graders and be employed in training of new graders.

AB - Nuclear cataract is the most common type of age-related cataract and it is clinically diagnosed using slit-lamp images. Objective measurement of the features in slit-lamp image is investigated using a computerized software system. The correlation between the features and the nuclear cataract grades is analyzed. Experimental results show that intensity of sulcus, color in the lens and nucleus region, intensity of nucleus, and color in posterior reflex region are the key features for grading nuclear cataract. This study of feature analysis can benefit clinical cataract diagnosis and clinical research. The feature analysis can also be utilized to investigate the performance of different graders and be employed in training of new graders.

KW - Computer-aided diagnosis

KW - Feature analysis

KW - Nuclear cataract

KW - Slit-lamp image

UR - http://www.scopus.com/inward/record.url?scp=78650660668&partnerID=8YFLogxK

U2 - 10.1109/BMEI.2010.5639467

DO - 10.1109/BMEI.2010.5639467

M3 - Conference contribution

AN - SCOPUS:78650660668

SN - 9781424464968

T3 - Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010

SP - 253

EP - 256

BT - Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010

T2 - 3rd International Conference on BioMedical Engineering and Informatics, BMEI 2010

Y2 - 16 October 2010 through 18 October 2010

ER -

Li H, Lim JH, Liu J, Wing D, Wong K, Wong TY. Feature analysis in slit-lamp image for nuclear cataract diagnosis. 在 Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. 2010. 页码 253-256. 5639467. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010). doi: 10.1109/BMEI.2010.5639467

Feature analysis in slit-lamp image for nuclear cataract diagnosis

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