Fig. 4: Comparison of the model with human-expert performance.
From: A deep learning approach to predict differentiation outcomes in hypothalamic-pituitary organoids
a Confusion matrix of human experts. Cells filled with darker colors have many images distributed in them. b Receiver operating characteristic (ROC) curve for category C with human expert performance. All the models outperformed the experts. c Sensitivity and specificity of the models and of human experts. There were no significant differences among the models. All models were superior to experts in sensitivity. There were no significant differences between the human experts and the models in specificity. Values shown on the graphs represent the means ± 95%Cis, *p < 0.05, **p < 0.01, ***p < 0.001. Eff, EfficientNetV2-S; Vit, Vision Transformer; Ens, Ensemble Model; Exp1, Expert 1; Exp2, Expert 2; Exp3, Expert 3.
