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. 2026 Sep 16;13:1953997. doi: 10.3389/fmed.2026.1953997

Table 3.

Top 10 CEUS radiomics features for differentiating malignant from benign gallbladder lesions.

Feature detail name Feature class name Abbreviation P
wavelet4.itensity.h-kurtosis wavelet4.itensity WT4IHK 1.47 × 10−6
wavelet6.textures.gray-level co-occurrence matrix.energy wavelet6.texture WT6TGLCME 2.10 × 10−6
wavelet6.textures.gray-level run-length matrix.run percentage wavelet6.texture WT6TGLRLMRP 2.22 × 10−5
image.textures.gray-level size zone matrix.zone-size nonuniformity image.texture ITGLSZMZSN 2.48 × 10−5
wavelet6.textures.gray-level co-occurrence matrix.homogeneity wavelet6.texture WT6TGLCMH 2.55 × 10−5
wavelet2.textures.gray-level co-occurrence matrix.energy wavelet2.texture WT2TGLCME 2.59 × 10−5
wavelet5.textures.gray-level run-length matrix.low gray-level run emphasis wavelet5.texture WT5TGLRLMLGRE 5.85 × 10−5
wavelet5.textures.gray-level run-length matrix.short run low gray-level emphasis wavelet5.texture WT5TGLRLMSRLGE 6.29 × 10−5
wavelet6.textures.neighbourhood gray-tone difference matrix.complexity wavelet6.texture WT6TNGTDMCOMP 7.40 × 10−5
wavelet6.textures.gray-level co-occurrence matrix.entropy wavelet6.texture WT6TGLCME 7.46 × 10−5