Research Article

Data Homogeneity Effect in Deep Learning-Based Prediction of Type 1 Diabetic Retinopathy

Figure 6

Images in the Kaggle dataset with wrong prediction. (a) False-negative in an image with foggy view and retinal laser scar. (b) False-negative in an image with poor illumination. (c) False-negative in an image with reflective spots and shadows. (d) False-positive in an image with overexposure and halo. (e) False-positive in an image with underexposure and halo. (f) False-positive in an image with exudates caused by age-related macular degeneration.
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