High Myopia

High myopia, a severe form of nearsightedness, is a significant public health concern due to its association with vision-threatening complications. Current research focuses on developing accurate and efficient methods for predicting myopia progression and assessing its impact on retinal structures, employing deep learning models like convolutional neural networks and transformers, often incorporating techniques like copula modeling to capture complex relationships between different visual parameters. These advancements leverage fundus imaging and other readily available data to improve early detection and personalized management of high myopia, potentially reducing healthcare costs and improving patient outcomes. The ultimate goal is to facilitate timely interventions and mitigate the risk of irreversible vision loss.