Diagnosis of ophthalmologic diseases in canines based on images using neural networks for image segmentation.

Additionally, the near-significant p-value of 0.09 for U-Net + Inception V3 versus U-Net + VGG16 indicates a slight but not statistically significant difference in performance, suggesting their potential equivalence in effectiveness.

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All comparisons between the base U-Net model and its enhancements with ResNet34, Inception V3, VGG16, and EfficientNet B3 demonstrate highly significant differences, with p-values of 0.001.

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