Supplement and source code for paper "Distributionally Robust Image Classifiers for Stroke Diagnosis in Accelerated MRI." https://doi.org/10.1007/978-3-031-43904-9_74
Basic environment:
Python:
python==3.8.5; pytorch==1.11.0; transformers==4.5.1; fastmri==0.1.1
MATLAB:
MATLAB version R2022a; CVX v2.2; SDPT3 v4.0
Code:
"data_preprocessing/": for MR image preprocessing and adding perturbations.
"drl/": DRL model training for ViT model.
Supplement:
"Supplement.pdf": example parameters for our MRI scanners.