Research Article

Noninvasive Evaluation of the Pathologic Grade of Hepatocellular Carcinoma Using MCF-3DCNN: A Pilot Study

Table 3

Specification of the numbers of samples in the three categories of the dataset for collection/augmentation/resampling.

Datasets Number of HCC samples Augmentation Label Shuffling
PoorlyModeratelyWell

Training4 32 12826 208 1286 48 128
Testing3 24 649 72 643 24 64
Total7 72 19235 280 1929 56 192