Linton Edward F

Szanto David, Wang Jui-Kai, Woods Brian, Garvin Mona K, Johnson Brett A, Kardon Randy H et al.

Deep learning with 3D OCT accurately differentiated papilledema, NAION, and healthy eyes. This offers a robust, automated diagnostic tool to distinguish causes of optic disc swelling, aiding clinical decision-making.

Linton Edward F, Ahmad Noor-Us-Sabah, Filister Riley, Wang Jui-Kai, Sohn Elliott H, Kardon Randy H

LSFG revealed significantly reduced choroidal and inner retinal blood flow in non-exudative AMD patients, independent of perfusion pressure. This widespread reduction suggests blood flow compromise is a key risk factor and driver of dry AMD progression.

Wang Jui-Kai Ray, Linton Edward F, Johnson Brett A, Kupersmith Mark J, Garvin Mona K, Kardon Randy H

A deep learning model (biVAE) quantified diverse papilledema structural patterns from OCT scans using only two variables. This offers a novel way to visualize and track papilledema changes during treatment.