---
license: cc-by-nc-sa-4.0
task_categories:
- image-to-text
- text-to-image
- image-classification
tags:
- brain-mri
- multiparametric-mri
- mpmri
- radiology
- 3d-medical-imaging
pretty_name: MR-RATE
size_categories:
- 10K<n<100K

configs:
- config_name: default
  data_files:
  - split: train
    path: train/*/*.parquet
  - split: validation
    path: val/*.parquet
- config_name: traindevval
  data_files:
  - split: train
    path: train/0/*.parquet
  - split: dev
    path: train/1/*.parquet
  - split: val
    path: val/*.parquet
---

Conversion of [Forithmus/MR-RATE](https://huggingface.co/datasets/Forithmus/MR-RATE) to Parquet:
- Inserted all images ('series') into the row of their corresponding study, along with metadata, into the `images` column.
- Allows iterating over the rows, and reading the images (as `nifti_bytes`) along with their report text.
Limited number of files to ~11k instead of the ~800k in the original repo. A smaller version of this dataset, for debugging purposes, is available under danielnobbe/mr-rate-toy-4000.

NOTE: The images in this repo are the ones from the base MR-RATE dataset, not any of the registered versions. The registered images typically are resampled, and larger than the original images.