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Deep learning-based model observers that replicate human observers for PET imaging.

Fenglei FanSangtae AhnBruno De ManKristen A. WangerinScott D. WollenweberCraig K. AbbeyPaul E. Kinahan
Published in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Keyphrases
  • deep learning
  • human observers
  • high level
  • multiscale
  • high resolution
  • probabilistic model
  • information retrieval
  • feature extraction
  • ground truth
  • natural images
  • unsupervised learning