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AGLAIA system architecture for glaucoma diagnosis

Publication ,  Conference
Liu, J; Wong, DWK; Tan, NM; Zhang, Z; Yin, F; Cheng, J; Lee, BH; Liang, ZY; Lim, JH; Li, H; Wong, TY
Published in: APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
December 1, 2010

The AGLAIA (Automatic GLaucoma Diagnosis and Its Genetic Association Study through Medical Image InformAtics) system architecture is proposed to address the automatic diagnosis of Glaucoma. Instead of using single image feature, AGLAIA measures the characteristics of peripapillary and optic nerve head related to glaucomatous changes based on digital non-stereo retinal (fundus) images and combines those multiple measures of optic nerve damage into a single holistic system. Medical Image Informatics principle is innovatively used to analyze the patient's genetic information and find the possible association between the image features and the glaucoma disease. Innovative medical image processing and understanding algorithms (including medical image segmentation, pattern recognition, filtering, statistical learning etc.) are applied for early detection and monitoring of glaucoma.

Duke Scholars

Published In

APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference

Publication Date

December 1, 2010

Start / End Page

657 / 661
 

Citation

APA
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MLA
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Liu, J., Wong, D. W. K., Tan, N. M., Zhang, Z., Yin, F., Cheng, J., … Wong, T. Y. (2010). AGLAIA system architecture for glaucoma diagnosis. In APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (pp. 657–661).
Liu, J., D. W. K. Wong, N. M. Tan, Z. Zhang, F. Yin, J. Cheng, B. H. Lee, et al. “AGLAIA system architecture for glaucoma diagnosis.” In APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 657–61, 2010.
Liu J, Wong DWK, Tan NM, Zhang Z, Yin F, Cheng J, et al. AGLAIA system architecture for glaucoma diagnosis. In: APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference. 2010. p. 657–61.
Liu, J., et al. “AGLAIA system architecture for glaucoma diagnosis.” APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2010, pp. 657–61.
Liu J, Wong DWK, Tan NM, Zhang Z, Yin F, Cheng J, Lee BH, Liang ZY, Lim JH, Li H, Wong TY. AGLAIA system architecture for glaucoma diagnosis. APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference. 2010. p. 657–661.

Published In

APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference

Publication Date

December 1, 2010

Start / End Page

657 / 661