Table 4.
Radiomics features highly dependent on cyst types
| No | Category | Features | No | Category | Features |
|---|---|---|---|---|---|
|
| |||||
| 1 | A | Age | 16 | B.4 Wavelet HHH | LTLHLR |
| 2 | B.1 | Median of cyst | 17 | B.4 LoG | Energy |
| 3 | B.1 | Mean of cyst | 18 | B.4 Wavelet LLL | Entropy |
| 4 | B.1 | RMS | 19 | B.4 Wavelet LLL | Run percentage of wavelet |
| 5 | B.4 Wavelet LLL | Median intensity | 20 | B.4 LoG | Sum entropy |
| 6 | B.4 Wavelet LLL | Mean intensity | 21 | B.4 LoG | Entropy |
| 7 | B.4 Wavelet LLL | RMS | 22 | B.2 | Compactness (typel) |
| 8 | B.4 LoG | Median intensity | 23 | B.2 | Compactness (type 2) |
| 9 | B.4 LoG | Mean intensity | 24 | B.4 Wavelet HHL | Gray-level nonuniformity |
| 10 | B.4 LoG | Fractal dimension | 25 | C | Tumor volume portion |
| 11 | B.4 Wavelet LLL | Short run emphasis | 26 | B.4 Wavelet LLL | Difference entropy |
| 12 | B.4 LoG | Uniformity | 27 | B.4 Wavelet HHL | Run-length uniformity |
| 13 | B.4 Wavelet HHH | Long run emphasis | 28 | B.2 | Surface-to-volume ratio |
| 14 | B.1 | Maximum intensity | 29 | A | Gender |
| 15 | B.3 | Fractal dimension | 30 | B.4 Wavelet LLL | Entropy |
Top 30 features are listed with related categories (Table 2)