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Deep learning, data ramping, and uncertainty estimation for detecting artifacts in large, imbalanced databases of MRI images.

Ricardo PizarroHaz-Edine AssemlalSethu K. Boopathy JegathambalThomas JubaultSamson AntelDouglas L. ArnoldAmir Shmuel
Published in: Medical Image Anal. (2023)
Keyphrases
  • deep learning
  • high quality
  • data sets
  • mri images
  • training data
  • multiscale
  • image data
  • synthetic data
  • real world
  • data points
  • learning strategies