Table 6 Generalisation of density prediction performance across races

From: Generalisable deep learning method for mammographic density prediction across imaging techniques and self-reported race

 

4-Class accuracy (95% CI)

Model (Training set)

Black

White

Asian

Model A (Black-only)

81.6% (80.4–82.6)

82.5% (81.4–83.6)

82.6% (80.3–84.6)

Model B (White-only)

80.2% (78.7–81.6)

82.0% (80.5–83.1)

81.7% (79.7–83.6)

Model C (Black/White)

81.9% (80.8–83.3)

83.0% (82.1–84.5)

82.2% (80.4–84.0)

  1. Model A is trained on data from Black participants only; Model B is trained on data from White participants only; Model C is trained on data from both Black and White participants.
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