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Table 8 The characteristics of the dataset

From: Classification of microcalcification clusters in digital breast tomosynthesis using ensemble convolutional neural network

Characteristics

Training set

Validation set

Test set

Benign patients

69

9

9

Malignant patients

116

17

16

Benign DBT volume

135

17

18

Malignant DBT volume

228

32

32

Benign MCs

138 (5106)

17

18

Malignant MCs

258 (5934)

32

32

Total MCs

396 (11,040)

49

50

  1. The number in brackets in the training set is the number of augmented data