Researchers developed machine-learning fashions to foretell visible acuity in sufferers with excessive myopia. A cohort examine of 967 sufferers was used to guage the fashions. The outcomes present {that a} regression mannequin precisely predicts visible acuity at 3 and 5 years, and a binary classification mannequin can predict and visualize the danger at 5 years for particular person sufferers, demonstrating potential in medical evaluation and monitoring.