Work

fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI

Year: 2024

Type: preprint

Abstract: 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.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2406.05270

Authors: Solomon, Eddy, Johnson, Patricia M., Tan, Zhengguo, Tibrewala, Radhika, Lui, Yvonne W., Knoll, Florian, Moy, Linda, Kim, Sungheon Gene, Heacock, Laura

Institutions: Weill Cornell Medicine, Center for Advanced Imaging Innovation and Research, New York University, Friedrich-Alexander-Universität Erlangen-Nürnberg

Language: English

Topic: MRI in cancer diagnosis

Subfield: Radiology, Nuclear Medicine and Imaging

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

Funders: Radiological Society of North America, National Institutes of Health, National Cancer Institute, National Institute of Biomedical Imaging and Bioengineering

Awards: Active Contrast Encoding MRI for Breast Cancer, G9000094181, G9000220160, Center for Advanced Imaging Innovation and Research (CAI2R)

OpenAlex ID: W4399554656

Cites:

Cited by: 1

Related to: 10