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Table 5 Ground truth data (training set) via active learning (AL)

From: Deep learning model for pleural effusion detection via active learning and pseudo-labeling: a multisite study

Dataset

Available a

With AL b

Percentage

Pleural Effusion Positive

1438

549

38.1%

 Small

 

334

23.2%

 Moderate

 

113

7.9%

 Large

 

102

7.0%

Pleural Effusion Negative

6615

740

11.1%

Total

8053

1289

16.0%

  1. a Total number of available cases
  2. b Total number of labeled cases that was used via active learning
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BMC Medical Imaging

ISSN: 1471-2342

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