no code implementations • 16 Mar 2022 • John D. Miller, Vignesh A. Arasu, Albert X. Pu, Laurie R. Margolies, Weiva Sieh, Li Shen
A major limitation in applying deep learning to artificial intelligence (AI) systems is the scarcity of high-quality curated datasets.
5 code implementations • 30 Aug 2017 • Li Shen, Laurie R. Margolies, Joseph H. Rothstein, Eugene Fluder, Russell B. McBride, Weiva Sieh
We also demonstrate that a whole image classifier trained using our end-to-end approach on the DDSM digitized film mammograms can be transferred to INbreast FFDM images using only a subset of the INbreast data for fine-tuning and without further reliance on the availability of lesion annotations.
Ranked #15 on Cancer-no cancer per image classification on CBIS-DDSM
Breast Cancer Detection Cancer-no cancer per image classification +1