Datasetpublic

linfan150/one-class-eus

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… See the full description on the dataset page: https://huggingface.co/datasets/linfan150/one-class-eus.

sourceHugging Faceotherupdated 4mo agoView on Hugging Face

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Dataset Card

One-Class EUS

This dataset contains de-identified endoscopic ultrasound images for medical one-class classification experiments.

—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.