Skip to main content
. 2025 May 1;21(5):843–854. doi: 10.5664/jcsm.11560

Figure 1. Schematic of the analysis pipeline.

Figure 1

AHI = apnea-hypopnea index, AUROC = area under the receiver operating characteristic curve, BN = batch normalization C, regularization values, CNN = convolutional neural network, Conv = convolutional layer, FC = fully connected layer, GAP = global average pooling, LOO-CV = leave-one-out cross-validation, LR = logistic regression, n_estimators = number of gradient-boosted trees, n_trees = number of classifications and regression trees, RF = random forest, RUS = random undersampling, SHAP = SHapley Additive exPlanations, SVM = support vector machine, XGB = extreme gradient boosting.