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The utility of this approach was validated by comparing the distribution of Receiver Operating Characteristic (ROC) scores of our intelligently selected subsets to random sets of organisms, as well as to sets of organisms selected using maximal mutual information (data not shown).
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The mutual information is always positive.
mutual information-based discriminant analysis.
Modified mutual information-based feature selection.
Finally, in order to further evaluate the performance of our new method, we applied the mutual information-based statistics to real data examples.
Diffusion-weighted data and B0 data, as well as diffusion-weighted and T1-weighted data were matched using a mutual information-based registration technique.
The benchmark data set demonstrated that most of these different association-based CLR methods could reach very similar accuracy as the original mutual information-based CLR method.
The mutual interchange of information and data, as well as the integrated and interrelated work allowed to achieving an accurate and reliable diagnosis of the construction, which was the basis for the restoration design.
Contact mutual friends for information.
The nature of RDCs makes this NMR parameter particularly suitable for the study of mutual orientation of remote molecular fragments providing superior information to NOE data.
Fukoku Mutual will use the AI to gather the information needed for policyholders' payouts - by reading medical certificates, and data on surgeries or hospital stays.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com