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. 2024 Oct 31;22:984. doi: 10.1186/s12967-024-05723-5

Table 2.

The performance of different models

Model Training set Test set
Sensitivity Specificity Sensitivity Specificity
Methylation 0.667 (0.59–0.736) 0.802 (0.732–0.859) 0.776 (0.634–0.874) 0.609 (0.456–0.741)
Protein 0.858 (0.794–0.905) 0.802 (0.732–0.859) 0.837 (0.706–0.923) 0.739 (0.588–0.851)
Methylation & protein 0.907 (0.853–0.946) 0.802 (0.732–0.859) 0.878 (0.757–0.945) 0.717 (0.566–0.83)
Radiomics 0.832 (0.763–0.885) 0.8 (0.711–0.871) 0.714 (0.572–0.83) 0.826 (0.686–0.919)
Methylation & radiomics 0.902 (0.84–0.942) 0.8 (0.711–0.871) 0.776 (0.634–0.874) 0.848 (0.717–0.927)
Protein & radiomics 0.944 (0.893–0.974) 0.8 (0.711–0.871) 0.816 (0.685–0.903) 0.848 (0.717–0.927)
Methylation & protein & radiomics 0.958 (0.91–0.982) 0.8 (0.711–0.871) 0.837 (0.706–0.923) 0.826 (0.686–0.919)