Prediction of Visual Acuity after anti-VEGF Therapy in Diabetic Macular Edema by Machine Learning

Table 1

Patient demographics.

Demographics	Training data	Test data	value
Eyes	226	55	N/A
Age (years)			0.89
VA (baseline)			0.90
VA (endpoint)		0.536 ± 0.331	0.94
VA (variance)			0.90
Diffuse retinal thickening	153	38	N/A
Cystoids macular edema	114	29	N/A
Serous retinal detachment	56	16	N/A
CMT			0.88
DRILL	195	41	N/A
Presence of HRF	53	15	N/A
Exudation or hemorrhage	112	29	N/A

VA, visual acuity; values are presented as the means ± standard deviations at baseline in different groups (in logarithm of minimum angle of resolution [logMAR] units). CMT, central macular thickness; DRIL, disorganization of retinal inner layer; HRF, hyperreflective foci.