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Spirit-26/BraTS-2024-Complete

BraTS 2024 Complete Prepared Dataset Brain Tumor Segmentation (Leave a like 💖 if this helped you) Dataset Description This is an organized and verified version of the BraTS 2024 challenge datasets, including three tumor types. Included Datasets Dataset Type Cases Source BraTS-GLI Glioma 1,809 Synapse (Dec 2024) BraTS-MEN-RT Meningioma + RT 571 Synapse (Feb 2025) BraTS-PED Pediatric 348 Cancer Imaging Archive… See the full description on the dataset page: https://huggingface.co/datasets/Spirit-26/BraTS-2024-Complete.

sourceHugging Facecc-by-nc-sa-4.0updated 6mo agoView on Hugging Face
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Dataset Card

BraTS 2024 Complete Prepared Dataset

Brain Tumor Segmentation (Leave a like 💖 if this helped you)

Dataset Description

This is an organized and verified version of the BraTS 2024 challenge datasets, including three tumor types.

Included Datasets

DatasetTypeCasesSource
BraTS-GLIGlioma1,809Synapse (Dec 2024)
BraTS-MEN-RTMeningioma + RT571Synapse (Feb 2025)
BraTS-PEDPediatric348Cancer Imaging Archive

Total: 2,728 multi-parametric MRI cases

Structure

BraTS-2024-Complete/
├── BraTS-GLI/
│   ├── train/ # 1,621 cases
│   └── val/ # 188 cases
├── BraTS-MEN-RT/
│   ├── train/ # 500 cases
│   ├── train_additional/# 1 case
│   └── val/ # 70 cases
└── BraTS-PED/
    ├── train/ # 257 cases
    └── val/ # 91 cases

Each patient folder contains:

  • —T1-weighted (t1n.nii.gz)
  • —T1-contrast enhanced (t1c.nii.gz)
  • —T2-weighted (t2w.nii.gz)
  • —T2-FLAIR (t2f.nii.gz)
  • —Segmentation mask (seg.nii.gz or gtv.nii.gz)

Dataset Features

  • —Verified integrity - all files load correctly
  • —Clean split - train/val already separated
  • —Complete metadata - all clinical files included
  • —Ready-to-use - organized for immediate training

Metadata Included

BraTS-PED

  • —BraTS-PEDs_metadata.tsv - Patient demographics (age, sex, institution, survival)
  • —BraTS-PEDs_Imaging_Info.tsv - MRI technical parameters per scan

BraTS-GLI

  • —BraTS-PTG supplementary demographic information and metadata.xlsx
  • —CITATIONS.bib

BraTS-MEN-RT

  • —Meningioma radiotherapy supplementary clinical data.xlsx
  • —CITATION.bib

License Information

This dataset combines three collections with different terms. See LICENSES.md for complete details.

CollectionLicenseSummary
BraTS-GLISynapse TermsResearch only, must cite
BraTS-MEN-RTSynapse TermsResearch only, must cite
BraTS-PEDCC BY-NC 4.0Share + adapt with attribution, non-commercial

Citation

If you use this organized dataset, please cite:
@dataset{yourname_2025_brats2024complete,
author = {Your Name},
title = {BraTS-2024-Complete},
year = 2025,
publisher = {Hugging Face},
version = {1.0.0},
url = {https://huggingface.co/datasets/yourusername/BraTS-2024-Complete}
}

Additionally, cite the original BraTS papers as provided in the respective CITATION files.

Acknowledgments

  • —BraTS 2024 Organizers
  • —RSNA, ASNR, MICCAI
  • —The Cancer Imaging Archive (TCIA)
  • —All contributing institutions