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. 2022 Jun 21;12:894696. doi: 10.3389/fonc.2022.894696

Table 2.

The classification results of three models built using radiomics analysis, clinical and imaging characteristics, and the combined model (high VEGF and mutant p53 as positive).

Sensitivity Specificity Accuracy AUC
High vs. low VEGF* Radiomics analysis 44/49 (90%) 27/31 (87%) 71/80 (89%) 0.88
Clinical + imaging 44/49 (90%) 15/31 (48%) 64/80 (80%) 0.81
Combined model 41/49 (84%) 27/31 (87%) 68/80 (85%) 0.88
Mutant vs. Wild-type p53 Radiomics analysis 7/12 (58%) 68/68 (100%) 75/80 (94%) 0.79
Clinical + imaging 5/12 (42%) 61/68 (90%) 66/80 (83%) 0.72
Combined model 7/12 (58%) 64/68 (94%) 71/80 (89%) 0.77

*VEGF, vascular endothelial growth factor. Low group includes grades 0 and 1 and high group includes grades 2 and 3.