Based on this correlation, we have introduced the artificial intelligence-based analysis strategy of ‘inferred BCVA’, ‘inferred visual impairment’, and ‘inferred ERG’ to estimate differential effects of retinal structural alterations on central retinal and panretinal as well as cone and rod function in ABCA4-related retinopathy. Here, ABCA4 is linked to retinal disorder.