Radiomic and deep learning characterization of breast parenchyma on full field digital mammograms and specimen radiographs: a pilot study of a potential cancer field effect.
Natalie BaughanHui LiLi LanMatthew EmburyIsaiah YimGary J WhitmanRanda El-ZeinIsabelle BedrosianMaryellen L GigerPublished in: Journal of medical imaging (Bellingham, Wash.) (2023)
Results support our hypothesis of a potential cancer field effect, accessible radiographically, across tumor and non-tumor regions, thus indicating the potential for computerized analysis of mammographic parenchymal patterns to predict breast cancer risk.