Caterina Gagliano

From Reactive Oxygen Species to Organelle Stress and Innate Immunity in Dry Eye Disease

Dry eye disease (DED) is a complex, multifactorial condition in which oxidative stress is increasingly recognized as a recurrent feature of ocular-surface dysfunction and as a signaling hub linking environmental stress, organelle dysfunction, innate immunity, and regulated cell d...

Machine Learning-Based Classification of Retinitis Pigmentosa from Color Fundus Images: A Reproducible Benchmark and Screening-Oriented Pipeline

Retinitis pigmentosa (RP) is a rare inherited retinal disorder in which fundus changes may be subtle and heterogeneous, limiting detection from color fundus images. This study evaluated multiple machine learning architectures for binary-RP versus healthy-control classification, a...