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This paper presents a novel two-dimensional (2D) computational modeling of the retinal oxygen delivery, transport, and consumption analysis. The 2D modeling allows the division of the retina into four layers to address different flow profiles. The retina domain was meshed using the ICEM CFD mesher, while the ANSYS Fluent was used to calculate the transport phenomena for the four different layers. Clinical cases such as diabetes and sickle cell anaemia denoting the effects of decreasing retinal blood flow and hemoglobin's oxygen affinity