(1):(1)Drug exposure in the tissue(AUC)=Drug exposure in the plasma(AUC)×Kpwhere drug exposure in the plasma and tissue can be calculated using total drug concentration vs. time curve, and Kp values can be calculated by total drug concentrations in tissues vs. plasma (Ctissue/Cplasma)...
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Here is the code to make them happen. from sklearn.metrics import roc_curve y_pred_keras = keras_model.predict(X_test).ravel() fpr_keras, tpr_keras, thresholds_keras = roc_curve(y_test, y_pred_keras) AUC value can also be calculated like this. from sklearn.metrics import auc auc...
Distance features are used to automatically create explanatory variables by calculating a distance from the input point features to the nearest provided feature. If theExplanatory Training Distance Featuresparameter value is polygons or lines, the distance attributes are calculated as the distance be...
First, the power spectrum for each sample was calculated by using 3-s time windows with Hanning tapers (window centered at the sampling point). The FI was then defined as the squared area under the curve (AUC) of the power in the freezing band (3.5–8 Hz) over the squared AUC of ...
The myocardial ECV differentiated patients with and without significant liver fibrosis (AUC = 0.78). (4) Conclusion: This study showed that diffuse myocardial fibrosis is associated with liver fibrosis in patients with NAFLD.Terzi, Flavia Vernin de Oliveira...
AUC is a performance metric that measures the ability of the model to assign higher confidence scores to positive examples (i.e., text characterized by the type of interaction of interest) than to negative examples, independent of any fixed decision threshold; the expected value for random ...
Variable importance was calculated with the built-in methods in H2O for different algorithms, where the results may differ. This is normal for machine-learning algorithms; for this reason, researchers have to be extremely careful when interpreting and comparing the relative importance of different ...
aUCDownloads UCDownloads[translate] aso I say sorry. 如此我说抱歉。[translate] ametal pallet 金属板台[translate] aThis is often achieved by a Weibull analysis and the calculated EIFS value is then used as an input to the Fracture Mechanics life prediction for the feature of interest of the ...
Briefly, the best-fitting parameter set was derived by fitting model to mean value of bond lifetime vs force profile, and SE of fitting was calculated by independent fitting to mean + SEM and mean – SEM of bond lifetime vs force data, and found that the parameters fitted to ...