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Table 12 Studies reporting on total data size used and details on training set size, validation set size, test set size and annotation set size

From: A systematic review of natural language processing applied to radiology reports

Dataset type

No. of studies

Comments

Total dataset size

151

5

Training set size

129

 

Validation set size

52

27 report size, 25 report k-fold cross validation

Test set size

81

 

Annotation set size

97

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