He calls the transition from reactive to proactive medicine P4 medicine, which is the term coined for predictive, preventive, personalized and participatory medicine.
This has consequences in terms of predictive ability for linkages, allele frequencies and for marker trait associations.
Utilizing the chi-square test to compare the AUC for the TIMI, Goldman and HFA tools, the difference between the tools in terms of predictive ability for MACE was found to be highly significant (chi2, N = 276, p <0.0001).
Whereas individual risk factors often lack significance in terms of predictive power for any given illness, assessment of several risk factors allows appropriate medical interventions both for prevention and treatment of CVD [6].
The results showed that LCAs had a robust performance in terms of predictive accuracy for POAG development.
Support Vector Regression using Linear and Gaussian Kernel, Ridge regression BLUP, Random Forest Regression and three Bayesian models, namely, Bayes A, Bayes B and Bayesian Lasso, were compared in terms of predictive accuracy for the preferable configuration of joint SNP calling and RFI.
We compare this model to normalized reverse correlation (NRC), the traditional method for STRF estimation, in terms of predictive power and the basic tuning properties of the estimated STRFs.
A comforting result emerging from our analysis is the broad positive correlation between the MSE and the DIC, suggesting that the latter may be informative for model selection in terms of predictive accuracy, unless the dynamics are chaotic or highly noisy.
The expansion trades bias for variance of the error yielding a better model in terms of predictive performance.
For the methods tested, DMRcate and comb-p are the clear frontrunners in terms of predictive performance.
