Download dataset by task¶
Task 1¶
Modalities: histopathology (WSI), radiology (mpMRI), and clinical data
Download Training Data¶
- Install AWS CLI https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html
- Bucket name:
s3://chimera-challenge/v2/task1/
- Command line:
aws s3 sync --no-sign-request s3://chimera-challenge/v2/task1/ <destination_path>
Public Data¶
We strongly recommend exploring the LEOPARD Challenge on the Grand Challenge platform, which focused on predicting time to biochemical recurrence using H&E-stained whole-slide images (WSIs). This dataset can be valuable for both training and pre-training your algorithm.
For additional pre-training purposes, consider the following datasets:
PI-CAI: Prostate Imaging—Artificial Intelligence Challenge for prostate cancer detection in MRI.
PANDA: Prostate cANcer graDe Assessment Challenge focused on automated grading of prostate cancer in WSIs.
TCGA-PRAD: The Cancer Genome Atlas Prostate Adenocarcinoma Collection, which includes histopathology images and corresponding genomic data.
Task 2¶
Modalities: histopathology (WSI) and clinical data
Download Training Data¶
- Install AWS CLI https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html
- Bucket name:
s3://chimera-challenge/v2/task2/
- Command line:
aws s3 sync --no-sign-request s3://chimera-challenge/v2/task2/ <destination_path>
Task 3¶
Modalities: histopathology (WSI), bulk RNA-seq and clinical data
Download Training Data¶
- Install AWS CLI https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html
- Bucket name:
s3://chimera-challenge/v2/task3/
- Command line:
aws s3 sync --no-sign-request s3://chimera-challenge/v2/task3/ <destination_path>