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To implement corrections for multiple comparisons at the P < 0.05 level, we used Monte Carlo simulations implemented in AFNI's AlphaSim to identify the required cluster-size threshold, given the voxel-wise probability and the volume in the statistical map (see below) separately for each of the tests in a conjunction.
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Until such a signature is identified and validated, it will remain difficult to implement correction strategies for individual patients.
The Stata and R code can be found at along with tutorials on using the code (including survival time data, multivariable models, joint and conditional models), discussions of how to interpret decision curves, and code to implement correction for overfit by repeated 10-fold cross-validation.
For the latter, violations may pertain to prioritization or pre-screening algorithms, to the actual epistasis modeling and testing, as well as to the implemented corrections for multiple testing.
Within this field of prediction of disability-related problems, clinical investigations should attempt to detect alterations and implement correction measures.
To transfer the additional information measured by TOF-PET into effective image quality gains, it is necessary to have an accurate modeling of the system and to implement different corrections specific for time-of-flight.
– The donor reduced the size and scope of the midterm survey to obtain rapid results that the programs could use to implement midcourse corrections.
The requirement for the sign ambiguity in ICA to be corrected and the approach to implement this correction vary among applications [ 20], although a majority of them are based on the employment of supervised classifiers after the ICA process.
So, we propose to implement these correction methods to compensate for the damaging effects of RF imperfections in mind of a Green issue.
For practical purposes two different methods are studied to implement this correction, and it is up to researchers to choose their own model depending on their required accuracy level and computational cost.
The cold mass of magnets, housed in common cryostats sectors, makes it tedious to implement additional correction magnets at a later stage, as it requires to warm up the sections where the magnets should be installed as well as unwelding the cryostat.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com