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The eye is a potential source of biomarkers for ocular diseases as well as systemic and neurodegenerative conditions. This Collection brings together multidisciplinary studies of ocular biomarkers and their application to early detection and diagnosis, therapeutic assessment, prognosis evaluation, and outcome prediction. Articles that investigate composite biomarkers, artificial intelligence applications, and the impact of multimodal data and data sharing are also included.