Datasets:
image image | path string | label string | label_id int64 |
|---|---|---|---|
images/eus_0001.png | non_gist_lesion | 0 | |
images/eus_0002.png | non_gist_lesion | 0 | |
images/eus_0003.png | non_gist_lesion | 0 | |
images/eus_0004.png | non_gist_lesion | 0 | |
images/eus_0005.png | non_gist_lesion | 0 | |
images/eus_0006.png | non_gist_lesion | 0 | |
images/eus_0007.png | non_gist_lesion | 0 | |
images/eus_0008.png | gist | 1 | |
images/eus_0009.png | gist | 1 | |
images/eus_0010.png | gist | 1 | |
images/eus_0011.png | gist | 1 | |
images/eus_0012.png | non_gist_lesion | 0 | |
images/eus_0013.png | non_gist_lesion | 0 | |
images/eus_0014.png | non_gist_lesion | 0 | |
images/eus_0015.png | non_gist_lesion | 0 | |
images/eus_0016.png | non_gist_lesion | 0 | |
images/eus_0017.png | non_gist_lesion | 0 | |
images/eus_0018.png | non_gist_lesion | 0 | |
images/eus_0019.png | non_gist_lesion | 0 | |
images/eus_0020.png | non_gist_lesion | 0 | |
images/eus_0021.png | non_gist_lesion | 0 | |
images/eus_0022.png | non_gist_lesion | 0 | |
images/eus_0023.png | non_gist_lesion | 0 | |
images/eus_0024.png | non_gist_lesion | 0 | |
images/eus_0025.png | non_gist_lesion | 0 | |
images/eus_0026.png | non_gist_lesion | 0 | |
images/eus_0027.png | gist | 1 | |
images/eus_0028.png | gist | 1 | |
images/eus_0029.png | gist | 1 | |
images/eus_0030.png | gist | 1 | |
images/eus_0031.png | gist | 1 | |
images/eus_0032.png | non_gist_lesion | 0 | |
images/eus_0033.png | non_gist_lesion | 0 | |
images/eus_0034.png | non_gist_lesion | 0 | |
images/eus_0035.png | non_gist_lesion | 0 | |
images/eus_0036.png | non_gist_lesion | 0 | |
images/eus_0037.png | non_gist_lesion | 0 | |
images/eus_0038.png | non_gist_lesion | 0 | |
images/eus_0039.png | non_gist_lesion | 0 | |
images/eus_0040.png | gist | 1 | |
images/eus_0041.png | gist | 1 | |
images/eus_0042.png | gist | 1 | |
images/eus_0043.png | gist | 1 | |
images/eus_0044.png | gist | 1 | |
images/eus_0045.png | gist | 1 | |
images/eus_0046.png | gist | 1 | |
images/eus_0047.png | gist | 1 | |
images/eus_0048.png | non_gist_lesion | 0 | |
images/eus_0049.png | non_gist_lesion | 0 | |
images/eus_0050.png | non_gist_lesion | 0 | |
images/eus_0051.png | non_gist_lesion | 0 | |
images/eus_0052.png | non_gist_lesion | 0 | |
images/eus_0053.png | non_gist_lesion | 0 | |
images/eus_0054.png | non_gist_lesion | 0 | |
images/eus_0055.png | non_gist_lesion | 0 | |
images/eus_0056.png | gist | 1 | |
images/eus_0057.png | gist | 1 | |
images/eus_0058.png | non_gist_lesion | 0 | |
images/eus_0059.png | non_gist_lesion | 0 | |
images/eus_0060.png | non_gist_lesion | 0 | |
images/eus_0061.png | non_gist_lesion | 0 | |
images/eus_0062.png | non_gist_lesion | 0 | |
images/eus_0063.png | gist | 1 | |
images/eus_0064.png | gist | 1 | |
images/eus_0065.png | gist | 1 | |
images/eus_0066.png | gist | 1 | |
images/eus_0067.png | non_gist_lesion | 0 | |
images/eus_0068.png | non_gist_lesion | 0 | |
images/eus_0069.png | non_gist_lesion | 0 | |
images/eus_0070.png | non_gist_lesion | 0 | |
images/eus_0071.png | non_gist_lesion | 0 | |
images/eus_0072.png | non_gist_lesion | 0 | |
images/eus_0073.png | non_gist_lesion | 0 | |
images/eus_0074.png | non_gist_lesion | 0 | |
images/eus_0075.png | gist | 1 | |
images/eus_0076.png | gist | 1 | |
images/eus_0077.png | gist | 1 | |
images/eus_0078.png | gist | 1 | |
images/eus_0079.png | gist | 1 | |
images/eus_0080.png | gist | 1 | |
images/eus_0081.png | gist | 1 | |
images/eus_0082.png | gist | 1 | |
images/eus_0083.png | gist | 1 | |
images/eus_0084.png | gist | 1 | |
images/eus_0085.png | gist | 1 | |
images/eus_0086.png | gist | 1 | |
images/eus_0087.png | gist | 1 | |
images/eus_0088.png | gist | 1 | |
images/eus_0089.png | non_gist_lesion | 0 | |
images/eus_0090.png | non_gist_lesion | 0 | |
images/eus_0091.png | non_gist_lesion | 0 | |
images/eus_0092.png | gist | 1 | |
images/eus_0093.png | gist | 1 | |
images/eus_0094.png | gist | 1 | |
images/eus_0095.png | gist | 1 | |
images/eus_0096.png | gist | 1 | |
images/eus_0097.png | gist | 1 | |
images/eus_0098.png | gist | 1 | |
images/eus_0099.png | gist | 1 | |
images/eus_0100.png | gist | 1 |
End of preview. Expand in Data Studio
One-Class EUS
This dataset contains de-identified endoscopic ultrasound images for medical one-class classification experiments.
Contents
images/: 1,450 resized PNG images.metadata.csv: full image list with labels.dataset_summary.json: dataset counts.
Labels
| Label | Count |
|---|---|
non_gist_lesion |
885 |
gist |
565 |
Metadata Format
metadata.csv contains:
| Column | Description |
|---|---|
file_name |
Relative image path for HuggingFace image loading |
path |
Relative image path |
label |
Class label |
label_id |
Numeric class id |
Usage
The metadata file can be used with the public MDOC code (https://github.com/hahaha111111/MDOC). Users may construct their own one-class training and testing splits according to their experimental protocol.
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