Automatic detection of posterior subcapsular cataract opacity for cataract screening.
Publication
, Journal Article
Li, H; Lim, JH; Liu, J; Wong, DWK; Foo, Y; Sun, Y; Wong, TY
Published in: Annu Int Conf IEEE Eng Med Biol Soc
2010
Cataract is the leading cause of blindness and posterior subcapsular cataract (PSC) leads to significant visual impairment. An automatic approach for detecting PSC opacity in retro-illumination images is investigated. The features employed include intensity, edge, size and spatial location. The system was tested using 441 images. The automatic detection was compared with the human expert. The sensitivity and specificity are 82.6% and 80% respectively. The preliminary research indicates it is feasible to apply automatic detection in the clinical screening of PSC in the future.
Duke Scholars
Altmetric Attention Stats
Dimensions Citation Stats
Published In
Annu Int Conf IEEE Eng Med Biol Soc
DOI
ISSN
2375-7477
Publication Date
2010
Volume
2010
Start / End Page
5359 / 5362
Location
United States
Related Subject Headings
- Pupil
- Middle Aged
- Lighting
- Lens Capsule, Crystalline
- Image Interpretation, Computer-Assisted
- Humans
- Capsule Opacification
- Automation
- Algorithms
- Aged, 80 and over
Citation
APA
Chicago
ICMJE
MLA
NLM
Li, H., Lim, J. H., Liu, J., Wong, D. W. K., Foo, Y., Sun, Y., & Wong, T. Y. (2010). Automatic detection of posterior subcapsular cataract opacity for cataract screening. Annu Int Conf IEEE Eng Med Biol Soc, 2010, 5359–5362. https://doi.org/10.1109/IEMBS.2010.5626467
Li, Huiqi, Joo Hwee Lim, Jiang Liu, Damon Wing Kee Wong, Yongfeng Foo, Ying Sun, and Tien Yin Wong. “Automatic detection of posterior subcapsular cataract opacity for cataract screening.” Annu Int Conf IEEE Eng Med Biol Soc 2010 (2010): 5359–62. https://doi.org/10.1109/IEMBS.2010.5626467.
Li H, Lim JH, Liu J, Wong DWK, Foo Y, Sun Y, et al. Automatic detection of posterior subcapsular cataract opacity for cataract screening. Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:5359–62.
Li, Huiqi, et al. “Automatic detection of posterior subcapsular cataract opacity for cataract screening.” Annu Int Conf IEEE Eng Med Biol Soc, vol. 2010, 2010, pp. 5359–62. Pubmed, doi:10.1109/IEMBS.2010.5626467.
Li H, Lim JH, Liu J, Wong DWK, Foo Y, Sun Y, Wong TY. Automatic detection of posterior subcapsular cataract opacity for cataract screening. Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:5359–5362.
Published In
Annu Int Conf IEEE Eng Med Biol Soc
DOI
ISSN
2375-7477
Publication Date
2010
Volume
2010
Start / End Page
5359 / 5362
Location
United States
Related Subject Headings
- Pupil
- Middle Aged
- Lighting
- Lens Capsule, Crystalline
- Image Interpretation, Computer-Assisted
- Humans
- Capsule Opacification
- Automation
- Algorithms
- Aged, 80 and over