Table 1 Comparisons of performance on classification for breast cancer with the number of seeds per image.

From: Unsupervised anomaly detection with generative adversarial networks in mammography

No.1

Accuracy

Sensitivity

Specificity

PPV

NPV

AUC

1

61.0

74.0

48.0

58.7

64.9

66.6

9

64.0

78.0

52.0

61.4

70.2

70.0

16

63.0

78.0

48.0

60.0

68.6

67.8

  1. 1Number of seeds of synthetic images created per image.
  2. Data are presented as n (%). PPV positive predictive value, NPV negative predictive value, AUC area under the receiver operating characteristic curve.
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