In this study. the challenges posed by limited annotated medical data in the field of eye movement AI analysis are addressed through the introduction of a novel physiologically based gaze data augmentation library. Unlike traditional augmentation methods. which may introduce artifacts and alter pathological features in medical datasets. https://www.socialstudiesscholar.com/