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A multitask deep learning method in simultaneously predicting occult invasive disease in ductal carcinoma in-situ and segmenting microcalcifications in mammography.

Rui HouLars J. GrimmMaciej A. MazurowskiJeffrey R. MarksLorraine M. KingCarlo C. MaleyEun-Sil Shelley HwangJoseph Y. Lo
Published in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
  • deep learning
  • multi task
  • breast cancer
  • data sets
  • mutual information
  • high dimensional
  • multi class
  • unsupervised learning