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The model is presented in detail along with an operator training case study.
The difference between the training case and the testing case is very small.
We discuss the key themes arising from this training case, challenges the clinician faced, and how these were managed through training and supervision.
The channel estimation performance of scheme 1 is very close to that of the Cramer-Rao bound and the full training case.
It can be treated as a normalized radial basis neural networks in which there is a hidden neuron centered at every training case.
In the superimposed training case, the distortion caused by the presence of data symbols affects the distribution of the post-processing noise which becomes asymptotically Gaussian mixture distributed.
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The results did not include 50 Prodisc patients who were considered "training cases" — surgeries performed to let doctors learn how to implant the devices.
Transductive inference (attempts to predict new outputs on specific test cases from observed training cases).
When all training cases are processed once, one epoch is completed.
Fifty two CT volumes were randomly divided into 42 training and 10 test cases, and the ROIs obtained from the training cases were used for training the DCNN.
In this methodology, the FEM simulations are used to create training cases for Multilayer Perceptron (MLP) three layer networks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com