| 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. |