A Digital Camera-based Eye Movement Assessment Method for NeuroEye Examination

The ability to perform quantitative and automated neurological assessment could enhance diagnosis treatment in the pre-hospital setting, such as during telemedicine or emergency medical services (EMS) encounters. Such a tool be developed by adapting clinically significant information symmetry of eye movement conjugate movement. Here we describe digital camera-based tracking method “NeuroGaze” capture while performing examination. proposed was based on detecting center pupil for both eyes from given video measuring conjugacy transforming coordinates relative gaze. tested healthy volunteers three examinations 1 1 NeuroEye dataset is made available at https://www.kaggle.com/datasets/mahassan8/neuroeye . We also compared our approach state-of-the-art eye-tracking methods commercial off-the-shelf (COTS) trackers. NeuroGaze outperformed reporting mean Spearman rank-order correlation coefficient 0.86 H-test, 0.87 Dot-test, 0.56 OKN-Test, shows similarity trends gaze trajectories with noticeable offset scale angle COTS tracker (see Fig. 1). study demonstrates that using pupil-center-based method, camera can measure relevant regarding