Background/aims Ocular anterior segment diseases are major causes of global visual impairment. Early and accurate detection of anterior segment abnormalities is essential to support predictive diagnostics, targeted prevention, and individualized treatments management. Conventional slit-lamp assessments are often limited by human observation and inter-clinician variability, restricting their ability to achieve rapid and large-s...