Exact(2)
A generalization of the concept of mutual information used in this report is the interaction information.
These are then used to derive a point estimate for approximating the mutual information used in performing conditional independence tests.
Similar(6)
We can obtain an arbitrary moments of the mutual information using the Laplace transform results (34) and (35) as (47).
Decay-corrected PET images were registered to the MRI images by maximisation of mutual information using SPM2 and Matlab software.
Besides the two exact solutions indicated above, we also present in Section 5 the means to obtain the mean and variance of mutual information using two approaches.
In the third mode, the signal spectrum is computed and the features are selected based on mutual information using the algorithm described in [4].
Ictal and interictal SPECT studies were co-registered using an automatic registration algorithm based on mutual information using the registration module of Statistical Parametric Mapping (SPM version 8; Wellcome Trust Centre for Neuroimaging, London, UK), implemented in Matlab (R2012; The MathWorks Inc., MA, USA) [20, 21].
With this approach, we next estimated mutual information using the entire data set.
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