Cheong Haris

DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images.

DeshadowGAN significantly corrected blood vessel shadows in OCT images of the ONH.

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence.

Our network was able to identify novel biomarkers of the ONH for glaucoma diagnosis. Specifically, the structural features identified by our algorithm were found to be related to clinical observations of glaucoma.

The three-dimensional structural configuration of the central retinal vessel trunk and branches as a glaucoma biomarker.

Our work demonstrated that the diagnostic power of the CRVT&B is superior to that of a gold-standard glaucoma parameter, that is, RNFL thickness.