Exact(2)
The paper synthesizes the implemented digital image processing that form the basis of ES4LUCC, including data correction, classification and change detection, map refinements.
When the same model combining NGAL with the ED Ph's clinical judgement was compared to a clinical model combining T0 sCr results with the ED Ph's clinical judgement, the net reclassification index was 32.4%, meaning that the correction classification of AKI improved 32.4 percentage points.
Similar(58)
This third step incorporated Vermunt's correction for classification errors (details below).
After correction, the classification accuracy changed from 43% to 41%, a nonsignificant difference [ t(6) = 1.786, P = 0.124].
Individual structural images were segmented to produce GM probability maps by alternating steps of image bias correction, tissue classification, and tissue class-based normalization.
Simple DOS atmospheric corrections produce classifications with comparable accuracies as classifications from the more complex radiative transfer corrections.
First, we use 20%% of training data to build the model and test classification correction.
The device specification will influence the data correction and the classification speed.
Among these abovementioned methods, Andersen et al. [15] incorporated radio frequency inhomogeneity correction into probabilistic classification model to partition an MR image.
Because we were not creating a prediction model, which is a combination analysis with batch correction, feature selection, classification and model selection, we were able to assess data before and after batch adjustment directly: this eliminates the potential for variation being introduced by those additional procedures.
Our system was composed of 2 steps: color correction and tissue classification.
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