Fig. 5

Comparison between the individual DLM and the ensemble AI model for contrast-enhancement classification based on the external dataset. a Confusion matrices of the best performing individual DLM and the ensemble AI model. b Misclassified case in the individual DLM. In the neck mid-plane CT image, the neck vessels are small; thus, the DLM algorithm may not identify contrast enhancement