Table 3.

Different algorithms for predicting gastrointestinal stromal tumor risk classification

Different method	Accuracy (%)	Sensitivity (%)	Specificity (%)	F1 score (%)
3DCNN	60	51	68	52
3DResnet_50	66	58	71	59
3DResnet_18	71	66	76	67
3DResnet_34	75	72	87	72
Combined model (3DResnet + MLP)	84	83	92	83

3DCNN: Three-dimensional convolutional neural network; 3DResnet: Three-dimensional residual network; MLP: Multilayer perceptron.