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Myopia is a common visual disorder that affects millions of people worldwideand its prevalence has been increasing in recent years. Environmental factors,such as reading time, viewing distance, and ambient lighting, have beenidentified as potential factors in the development of myopia. In this study, weinvestigated the relationship between three major factors and myopia in 120adolescents. By collecting environmental images of the adolescents in thelearning state as well as retinal fundus images, we proposed an environmentalvisual load (EVL) model to extract the potential information in these images.Through experimental data analysis, we found that these three major factors areclosely related to the severity of myopia, and that the simultaneousexacerbation of these factors sharply increases the myopia of the eye. Ourresults suggest that interventions targeting these environmental factors mayhelp prevent and manage myopia.

Multi-Interactive-Modality based Modeling for Myopia Pro-Gression of Adolescent Student