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©The Author(s) 2025.
World J Radiol. Jun 28, 2025; 17(6): 108247
Published online Jun 28, 2025. doi: 10.4329/wjr.v17.i6.108247
Published online Jun 28, 2025. doi: 10.4329/wjr.v17.i6.108247
Table 3 Classification performance of different models
Variables | Clinical-sign model | Radiomic model | Combined model | |
Training set | AUC | 0.916 | 0.967 | 0.954 |
95%CI | 0.850-0.960 | 0.916-0.991 | 0.898-0.984 | |
Sensitivity | 0.831 | 0.949 | 0.864 | |
95%CI | 0.735-0.926 | 0.893-1.000 | 0.777-0.952 | |
Specificity | 0.842 | 0.842 | 0.912 | |
95%CI | 0.747-0.937 | 0.747-0.937 | 0.839-0.986 | |
Accuracy | 0.836 | 0.897 | 0.888 | |
95%CI | 0.834-0.839 | 0.895-0.898 | 0.886-0.890 | |
Testing set | AUC | 0.811 | 0.845 | 0.892 |
95%CI | 0.677-0.907 | 0.716-0.931 | 0.774-0.962 | |
Sensitivity | 0.731 | 0.808 | 0.846 | |
95%CI | 0.560-0.901 | 0.656-0.959 | 0.707-0.985 | |
Specificity | 0.720 | 0.840 | 0.840 | |
95%CI | 0.544-0.896 | 0.696-0.984 | 0.696-0.984 | |
Accuracy | 0.726 | 0.824 | 0.843 | |
95%CI | 0.718-0.733 | 0.818-0.829 | 0.838-0.846 |
- Citation: Zhang CC, Lu D, Yang J, Zhang L, Zeng XF, Fang XM, Fan CG. Clinical value and applicability of radiomics in differential diagnosis of dual-phenotype hepatocellular carcinoma and intrahepatic cholangiocarcinoma. World J Radiol 2025; 17(6): 108247
- URL: https://www.wjgnet.com/1949-8470/full/v17/i6/108247.htm
- DOI: https://dx.doi.org/10.4329/wjr.v17.i6.108247