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. 2025 Apr 30;3:imag_a_00548. doi: 10.1162/imag_a_00548

Comparison of transfer learning performance metrics for models pretrained on baseline synthetic data derived from the dog spinal cord (baseline) and synthetic data with axon diameters scaled down by a factor of 0.15 (shrunk axons).

Model
Metric Baseline Shrunk axons
Genu (% error in mean) 4.32% ± 4.86% 3.62% ± 3.97%
Body (% error in mean) 2.79% ± 2.73% 3.43% ± 3.36%
Splenium (% error in mean) 3.02% ± 2.30% 4.35% ± 3.56 %
Genu effect size 1.76 ± 1.23 1.29 ± 1.08
Body effect size 3.02 ± 3.19 1.55 ± 1.68
Splenium effect size -0.39 ± -0.29 0.06 ± 0.07