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A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods.

Kaiyan LiWeimin ZhouHua LiMark A. Anastasio
Published in: IEEE Trans. Medical Imaging (2022)
Keyphrases
  • signal detection
  • supervised learning
  • unsupervised learning
  • low signal to noise ratio
  • markov chain monte carlo methods
  • active learning
  • maximum likelihood