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First, by utilizing a mutual information algorithm [ 38], all diffusion weighted images from a study (the four repeats) were coregistered to the same reference volume, the b0 volume of the first repeat.
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One of these was through a mutual information analysis that revealed elevated mutual information for all gene expression in iPSCs.
A mutual information network of a complex system is obtained by computing the mutual information matrix (MIM) and selecting the threshold of mutual information (TMI).
Chaley et al. [ 30] applied a mutual information criterion to explore latent periodicity in sequence data using Z-scores based on mutual information.
MR images were aligned to corresponding PET images using a mutual information algorithm [ 18].
CLR computes a mutual information (MI) score between any pair of genes.
We assessed miRNAs regulating the identified gene pathways by a mutual information analysis.
As one of the best gene network construction methods, the context likelihood of relatedness (CLR) method [ 9] utilizing the mutual information (MI) for scoring the similarity of gene pairs has been widely used to decipher gene networks for multiple species, such as yeast, bacteria, mammalian, and plants [ 9, 13– 16].
Both steps are performed using a mutual information-based criterion.
SIREN uses a mutual information-based measure to predict the interaction type.
Accordingly, a mutual information-based method was developed for identifying coevolved protein residues and DNA bases.
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