Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings (Preprint)

Exploring foci of: doi.org Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings (Preprint) 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… <sec> <title>BACKGROUND</title> Periorbital measurements such as margin reflex distances (MRD1/2), palpebral fissure height, and scleral show are critical in diagnosing and managing conditions like ptosis and disorders of the eyelid. </sec> <sec> <title>OBJECTIVE</title> We developed and evaluated Glorbit, a lightweight, browser-based application for automated periorbital distance measurement using artificial intelligence (AI), designed for deployment in low-resource clinical environments. The goal was to assess i… Open Article Page

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