Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography
Published in
(2018)External Links:
TL
TL;DR
A deep learning algorithm that can accurately detect breast cancer on screening mammograms using an "end-to-end" training approach that leverages training datasets with either complete clinical annotation or only the cancer status of the whole image, eliminating the reliance on rarely available lesion annotations.