Table 1 Overview of datasets.
From: Deep learning-based histotype diagnosis of ovarian carcinoma whole-slide pathology images
Dataset | Unit | Histotype | ||||
|---|---|---|---|---|---|---|
HGSC | CCOC | ENOC | LGSC | MUC | ||
Internal Training Dataset (max 150 patches per patient, max 20,000 patches per histotype) | Patients | 200 | 95 | 114 | 34 | 42 |
Slides | 410 | 167 | 237 | 69 | 65 | |
Annotations | 185 | 67 | 74 | 50 | 50 | |
Pseudo annotations | 225 | 100 | 163 | 19 | 15 | |
256 × 256 pixel patches at 10× magnification | 19,998 | 19,998 | 19,998 | 10,109 | 9476 | |
512 × 512 pixel patches at 20× magnification | 19,998 | 19,998 | 19,998 | 10,109 | 9618 | |
External Test Dataset (max 150 patches per patient) | Patients | 31 | 10 | 10 | 4 | 5 |
Slides | 31 | 10 | 10 | 4 | 5 | |
Annotations | 31 | 10 | 10 | 4 | 5 | |
512 × 512 pixel patches at 20× magnification | 4650 | 1500 | 1500 | 600 | 750 | |
