metadata

license: cc-by-nc-4.0
task_categories:
  - image-classification
  - image-segmentation
language:
  - en
tags:
  - medical

MICCAI FLARE25

Task 4: Foundation Models for 3D CT and MRI Scans (Homepage)

This is the official dataset for CT image foundation model development. We provide 10,000+ CT scans for model pretraining. Downstream tasks include:

Abdominal disease classification
Abdominal lesion segmentation
Abdominal organ segmentation
Lung lesion segmentation

Folder structure

FLARE-Task4-CT-FM/
├── README.md
├── train_part1 # training set part 1
└── train_part2/ # training set part 2
├── val_downstream/ # validation sets for downstream tasks
│   ├── abdomen_disease_classify
│   ├── abdomen_lesion_seg
│   ├── abdomen_organ_seg
│   └── lung_lesion_seg
# To avoid potential data leakage, the testing set will not be released.

Remarks

During training, please don't use any of the (public) annotations. Only raw images are allowed.

References

TBD