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To further enhance the application value of this algorithm, an alternative approach based on Fourier transform has also been discussed briefly.
The negative predictive value of this algorithm for predicting the absence of HCV-related severe events was good (99.5%).
The added value of this algorithm is that it systematically searches for matching variables and automates the decision rules to match variables in the existing datasets with the variables of interest for the analyses.
Further studies are now in progress to test the predictive value of this algorithm, assessing response to cell-cycle-phase-specific agents in both the adjuvant and neoadjuvant settings.
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We determined the sensitivity, specificity, positive and negative predictive values of this algorithm to detect our primary threshold of CKD, an eGFR <45 mL/min per 1.73 m (15.4% of patients).
However, due to the limit of the value range of this algorithm and the inactive state of the redundant nodes, the network lifetime of the ENCP is lower than the other algorithms when the equalization is finally achieved for the network energy.
In order to minimize the effect of such bias, we based our cohort derivation on previously published methods, and further increased the positive predictive value of the algorithm by including chemotherapy agents used in this cohort of patients.
But some scientists question the value of the algorithm as a predictive tool for anti-terrorism efforts.
To evaluate the performance of the algorithm, we set the assigned value of the algorithm parameters.
where σ ̂ ( i = 0 ) 2 is the initialization value of the algorithm.
All cases found in the validation set were true positives, mirroring the high positive predictive value of the algorithm in the derivation set.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com