Dataset Card for btcv

This is a FiftyOne dataset with 30 video samples.

Installation

If you haven't already, install FiftyOne:

pip install -U fiftyone

Usage

import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub

# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("Voxel51/BTCV-CT-as-video-MedSAM2-dataset")

# Launch the App
session = fo.launch_app(dataset)

Dataset Details

Dataset Description

This dataset is the "Beyond the Cranial Vault" (BTCV) dataset used by Medical-SAM2 paper. Med-SAM2 fine-tunes the Segment Anything Model 2 on to accurately segment CT-scan imagery. The paper "adopts the philosophy of taking medical images as videos"; so, the images have been converted into videos, and maybe easily resampled into frames using dataset.to_frames(sample_frames=True).

Curated by: Synapse
Shared by [optional]: Jiayuan Zhu and Med-SAM2 Authors

Dataset Sources [optional]

Med-SAM2 Github Repository: MedicineToken/Medical-SAM2
Paper: Medical SAM 2: Segment medical images as video via Segment Anything Model 2
Data Repository: Med-SAM2 preprocessed dataset on HF
Demo [optional]: [Coming Soon...]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Data Collection and Processing

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Annotations [optional]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

BibTeX:

[More Information Needed]

APA:

[More Information Needed]

Glossary [optional]

[More Information Needed]

Dataset Card Authors

Evatt Harvey-Salinger