| --- |
| license: cc-by-nc-sa-4.0 |
| language: en |
| tags: |
| - medical-imaging |
| - brain-tumor |
| - segmentation |
| - mri |
| - brats-2024 |
| - brats |
| size_categories: |
| - 10B<n<100B |
| task_categories: |
| - image-segmentation |
| --- |
| |
| # BraTS 2024 Complete Prepared Dataset |
| ## Brain Tumor Segmentation |
| ## 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 | |
|
|
| 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](LICENSES.md) for complete details. |
|
|
| | Collection | License | Summary | |
| |------------|---------|---------| |
| | BraTS-GLI | Synapse Terms | Research only, must cite | |
| | BraTS-MEN-RT | Synapse Terms | Research only, must cite | |
| | BraTS-PED | CC BY-NC 4.0 | Share + 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 |
