Table 3 Results of RF classifier construction model.

Group	Model	acc	bac	f1	spe	pre	recall	mse	auc
Training set	Clinical	0.7274	0.6297	0.4511	0.8746	0.6706	0.3847	0.5216	0.7645
	Radiomics	0.9323	0.9243	0.8846	0.9456	0.9160	0.9030	0.2573	0.9633
	Combined models	0.9247	0.9088	0.8673	0.9476	0.9102	0.8701	0.2733	0.9726
Validation set	Clinical	0.7735	0.6540	0.4857	0.9217	0.7254	0.3863	0.4758	0.7358
	Radiomics	0.9119	0.9040	0.8478	0.9217	0.8837	0.8863	0.2967	0.9558
	Combined models	0.9245	0.9197	0.7696	0.9304	0.8986	0.9090	0.2747	0.9694

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