arXiv (Cornell University)
Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings
August 2025 • George R. Nahass, Jacob van der Ende, Sasha Hubschman, Benjamin Beltran, Bhavana Kolli, Caitlin Berek, James D. Edmonds, R.V. Paul Chan, Pete Setabut…
Periorbital measurements such as margin reflex distances (MRD1/2), palpebral fissure height, and scleral show are essential in diagnosing and managing conditions like ptosis and eyelid disorders. We developed Glorbit, a lightweight, browser-based application for automated periorbital distance measurement using artificial intelligence, designed for use in low-resource clinical settings. The app integrates a DeepLabV3 segmentation model into a modular pipeline with secure, site-specific Google Cloud storage. Glorbit…