Computer aided diagnosis of nuclear cataract
Publication
, Conference
Li, H; Joo, HL; Liu, J; Wong, DWK; Wong, TY
Published in: 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008
September 23, 2008
An approach to automatically diagnose nuclear cataract based on the slit-lamp image is proposed in this paper. Model-based approach is investigated to detect robust lens structure. Based on the detected lens structure, the mean intensity, the color information on the posterior subcapsular reflex and visual axis profile are extracted as the grading features. Support Vector Machine (SVM) regression model is further trained to predict the grades of nuclear cataract automatically. The proposed approach was tested using 900 images and the mean grading error is 0.36. The encouraging results show that it is promising to apply the proposed approach to clinical diagnosis. ©2008 IEEE.
Duke Scholars
Published In
2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008
DOI
ISBN
9781424417186
Publication Date
September 23, 2008
Start / End Page
1841 / 1844
Citation
APA
Chicago
ICMJE
MLA
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Li, H., Joo, H. L., Liu, J., Wong, D. W. K., & Wong, T. Y. (2008). Computer aided diagnosis of nuclear cataract. In 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008 (pp. 1841–1844). https://doi.org/10.1109/ICIEA.2008.4582838
Li, H., H. L. Joo, J. Liu, D. W. K. Wong, and T. Y. Wong. “Computer aided diagnosis of nuclear cataract.” In 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008, 1841–44, 2008. https://doi.org/10.1109/ICIEA.2008.4582838.
Li H, Joo HL, Liu J, Wong DWK, Wong TY. Computer aided diagnosis of nuclear cataract. In: 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. 2008. p. 1841–4.
Li, H., et al. “Computer aided diagnosis of nuclear cataract.” 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008, 2008, pp. 1841–44. Scopus, doi:10.1109/ICIEA.2008.4582838.
Li H, Joo HL, Liu J, Wong DWK, Wong TY. Computer aided diagnosis of nuclear cataract. 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. 2008. p. 1841–1844.
Published In
2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008
DOI
ISBN
9781424417186
Publication Date
September 23, 2008
Start / End Page
1841 / 1844