Using Kalman Filtering to Forecast Disease Trajectory for Patients with Normal Tension Glaucoma

To determine whether a machine learning technique called Kalman filtering (KF) can accurately forecast future values of mean deviation (MD), pattern standard deviation (PSD), and intraocular pressure (IOP) for patients with normal tension glaucoma (NTG).

Source: American Journal of Ophthalmology - October 15, 2018 Category: Opthalmology Authors: Gian-Gabriel P. Garcia, Koji Nitta, Mariel S. Lavieri, Chris Andrews, Xiang Liu, Elizabeth Lobaza, Mark P. Van Oyen, Kazuhisa Sugiyama, Joshua D. Stein Tags: Original Articles Source Type: research