Table 2 Overview of the number of patches, regions of interests (ROIs) and whole-slide images (WSIs) used for training and validation purposes in this work.
From: Deep learning for fully-automated nuclear pleomorphism scoring in breast cancer
Patch-level training | Patch-level validation | ROI-level validation | WSI-level validation | |
|---|---|---|---|---|
ROIs | n = 52 | n = 28 | n = 45 | – |
WSIs | n = 16 | n = 10 | n = 13 | n = 118 |
Patches | n = 2400/epoch | n = 6000/epoch | – | – |