Table 2 Development data set status and score.

From: Devising a deep neural network based mammography phantom image filtering algorithm using images obtained under mAs and kVp control

543 Phantom images

 

No

Score

Fibers

Specks

Masses

Development set

 

3258

2715

2715

Training

 

2084

1737

1737

0

528 (25%)

430 (25%)

541 (31%)

0.5

156 (3%)

60 (3%)

472 (27%)

1

1400 (67%)

1247 (72%)

724 (42%)

Validation

 

522

435

435

0

135 (26%)

99 (23%)

130 (30%)

0.5

36 (7%)

13 (3%)

119 (27%)

1

351 (67%)

323 (74%)

186 (43%)

Holdout

 

652

543

543

0

176 (27%)

126 (23%)

167 (31%)

0.5

50 (8%)

23 (4%)

154 (28%)

1

426 (65%)

394 (73%)

222 (41%)

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