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Table 4 A summary of data employed to perform coarse axial model together with information on the training process

From: A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models

Coarse axial model summary

 

Number of train µCT

Number of test µCT

Image dimension

Number of epochs

Training time [h]

Binarization threshold

Lung DSC on test set

Coarse

195 (99,840 2D slices)

14 (7168 2D slices)

(128, 128)

28

02:35:37

[0.45, 0.45, 0.45]

0.939 ± 0.040