Do pre-trained deep learning models improve computer-aided classification of digital mammograms?

Sarah S. Aboutalib, Aly A. Mohamed, Margarita L. Zuley, Wendie A. Berg, Yahong Luo, Shandong Wu. Do pre-trained deep learning models improve computer-aided classification of digital mammograms?. In Nicholas A. Petrick, Kensaku Mori, editors, Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA, 10-15 February 2018. Volume 10575 of SPIE Proceedings, pages 1057523, SPIE, 2018. [doi]

@inproceedings{AboutalibMZBLW18,
  title = {Do pre-trained deep learning models improve computer-aided classification of digital mammograms?},
  author = {Sarah S. Aboutalib and Aly A. Mohamed and Margarita L. Zuley and Wendie A. Berg and Yahong Luo and Shandong Wu},
  year = {2018},
  doi = {10.1117/12.2293777},
  url = {https://doi.org/10.1117/12.2293777},
  researchr = {https://researchr.org/publication/AboutalibMZBLW18},
  cites = {0},
  citedby = {0},
  pages = {1057523},
  booktitle = {Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA, 10-15 February 2018},
  editor = {Nicholas A. Petrick and Kensaku Mori},
  volume = {10575},
  series = {SPIE Proceedings},
  publisher = {SPIE},
}