Selected article for: "output input channel and signal vector"
Author: Junan Zhu; Kristina Rivera; Dror Baron
Title: Noisy Pooled PCR for Virus Testing
  • Document date: 2020_4_11
    • ID: f07zk05y_45
    Snippet: is the (which was not peer-reviewed) The copyright holder for this preprint . https://doi.org/10.1101/2020.04.06.20055384 doi: medRxiv preprint increasing the AUC reflects better estimation. While standard GAMP minimizes the MSE [7] , other error metrics can be minimized [10] , [11] . The top pannel of Fig. 2 plots the 2 norms of the input channel noise (dashed red line) and output channel noise (solid blue). We can see that the input and output .....
    Document: is the (which was not peer-reviewed) The copyright holder for this preprint . https://doi.org/10.1101/2020.04.06.20055384 doi: medRxiv preprint increasing the AUC reflects better estimation. While standard GAMP minimizes the MSE [7] , other error metrics can be minimized [10] , [11] . The top pannel of Fig. 2 plots the 2 norms of the input channel noise (dashed red line) and output channel noise (solid blue). We can see that the input and output channels improve over iterations. The bottom panel shows the first 1000 entries of the input signal vector x and their estimates. We can see that patient illness status is estimated well.

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