Research Paper Volume 15, Issue 8 pp 3120—3140
An artificial neural network model to diagnose non-obstructive azoospermia based on RNA-binding protein-related genes
Figure 8. Establishment and validation of an ANN diagnosis model. (A) An ANN model containing one input layer, one hidden layer, and one output layer was constructed to diagnose NOA. (B–F) The ROC analyses of the ANN model in the training cohort (B), GSE45885 cohort (C), GSE45887 cohort (D), GSE145467 cohort (E), and the local cohort (F). (G–K) The confusion matrices of the RF model in the training cohort (G), GSE45885 cohort (H), GSE45887 cohort (I), GSE145467 cohort (J), and the local cohort (K). Abbreviation: ANN: artificial neural network.