Table 1 Breakdown of training and validation tiles used in annotations of DCIS.
From: Unmasking the immune microecology of ductal carcinoma in situ with deep learning
Category | WSI samples | Number of tiles | Total number of pathologist annotations on tiles | |||||
|---|---|---|---|---|---|---|---|---|
Duke | TransATAC | IHC | ||||||
Training | 20 | 20 | 0 | 317 | 340 | |||
Validation | 10 | 10 | 0 | 310 | 522 | |||
Test | 10 | 0 | 8 | 300 | 949 | |||
Independent held out test dataset (Duke) | Biological validation (IHC) | |||||||
|---|---|---|---|---|---|---|---|---|
HE | 100 | HE | 8 | |||||
IHC | 8 | |||||||
