Jonathan D. Oakley

The paper uses IVCM and deep learning to analyze corneal nerve fibers in macaques, finding reduced nerve fiber length and fractal dimension during acute SIV infection.

This paper evaluates a deep learning algorithm for automated multi-class fluid segmentation in SS-OCT images, showing performance comparable to expert annotations.

The paper evaluates deep learning methods for automated measurement of macaque corneal sub-basal nerve fibers in IVCM images, showing excellent correlation with manual tracings and inter-reader consistency.