fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI
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Abstract (arXiv)
This data curation work introduces the first large-scale dataset of radial k-space and DICOM data for breast DCE-MRI acquired in diagnostic breast MRI exams. Our dataset includes case-level labels indicating patient age, menopause status, lesion status (negative, benign, and malignant), and lesion type for each case. The public availability of this dataset and accompanying reconstruction code will support research and development of fast and quantitative breast image reconstruction and machine learning methods.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 7 Jun 2024.
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Citing papers per year: 2025: 3; 2026: 4.
7 papers.
- 2025A European Multi-Center Breast Cancer MRI Datasetcited by 7
- 2025PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generationcited by 3
- 2025Mind the Detail: Uncovering Clinically Relevant Image Details in Accelerated MRI with Semantically Diverse Reconstructionscited by 2
- 2026MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRIcited by 0
- 2026Robustness of breast lesion segmentation under MRI undersampling improves with k-space-aware deep learningcited by 0
- 2026Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixingcited by 0
- 2026Anguinus Sculpturae: Compositional Synthesis of Peak-Enhancement Breast DCE-MRI Scanscited by 0
- 2026Anguinus Sculpturae: Compositional Synthesis of Peak-Enhancement Breast DCE-MRI Scans27 Sep 2026
- 2026Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixing21 Jul 2026
- 2026Robustness of breast lesion segmentation under MRI undersampling improves with k-space-aware deep learning21 May 2026
- 2026MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI13 Apr 2026
- 2025Mind the Detail: Uncovering Clinically Relevant Image Details in Accelerated MRI with Semantically Diverse Reconstructions1 Jul 2025
- 2025A European Multi-Center Breast Cancer MRI Dataset31 May 2025
- 2025PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation10 Apr 2025