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. 2025 Jan 6;15:962. doi: 10.1038/s41598-024-81646-x

Table 1.

FID as a measure of minimum valid perturbations across classes to generate healthy counterfactuals.

Image Set 1 ImageSet 2 Frechet Inception Distance
Lung Opacity Generated Healthy 27.8
Lung Opacity Real Healthy 46.9
Relative Absolute Difference 19.1
Viral Pneumonia Generated Healthy 37.63
Viral Pneumonia Real Healthy 97.6
Relative Absolute Difference 59.97
COVID 19 Generated Healthy 32.2
COVID 19 Real Healthy 38.2
Relative Absolute Difference 6.0