The dataset is a single-institutional, retrospective collection of 922 biopsy-confirmed invasive breast cancer patients, over a decade, having the following data components:
- Demographic, clinical, pathology, treatment, outcomes, and genomic data: Collected from a variety of sources including clinical notes, radiology report, and pathology reports.
- Pre-operative dynamic contrast enhanced (DCE)-MRI: Downloaded from PACS systems and de-identified for The Cancer Imaging Archive (TCIA) release in DICOM format.
- Locations of lesions in DCE-MRI: Annotations on the DCE-MRI images by radiologists.
- Imaging features from DCE-MRI: A set of 529 computer-extracted imaging features by inhouse software.