fastMRI Breast DCE dataset visual

fastMRI Breast DCE Dataset

The fastMRI Breast DCE dataset is part of our open science effort to accelerate reproducible MRI research. It expands the fastMRI ecosystem with clinically meaningful breast dynamic contrast-enhanced (DCE) acquisitions that can be used for reconstruction, denoising, and downstream machine learning tasks.

By releasing curated k-space and image data with clear documentation, we help researchers benchmark methods under realistic conditions and compare algorithms with transparent, community-driven standards.

Why This Resource Matters

Reproducible Benchmarks

Common data enables apples-to-apples comparison across compressed sensing and deep learning pipelines.

Clinically Relevant Contrast

Breast DCE MRI captures dynamic enhancement patterns that challenge reconstruction models in realistic scenarios.

Open Science Impact

Public access lowers barriers, speeds collaboration, and supports robust validation across institutions.

Useful Links

Explore the official website, the code repository, and the related article below.

Official fastMRI Website fastMRI GitHub Repository fastMRI Breast Article

Example Breast MRI Slice

Breast MRI scan example