TABLE 4. Descriptive Statistics (Mean and Standard Deviation) of All HRCA Features for MIC, AP, SS, and ML Axes for Both Barium and Water Swallows.
| Extracted Features | MIC | AP | SI | ML | ||||
|---|---|---|---|---|---|---|---|---|
| Time Domain | Barium | Water | Barium | Water | Barium | Water | Barium | Water |
| Standard Deviation | 0.011 ± 0.014 | 0.012 ± 0.010 | 0.010 ± 0.016 | 0.011 ± 0.015 | 0.022 ± 0.028 | 0.024 ± 0.025 | 0.010 ± 0.011 | 0.012 ± 0.012 |
| Skewness |
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0.301 ± 0.831 | 0.315 ± 0.648 |
| Kurtosis | 18.646 ± 17.230 | 28.804 ± 21.839 | 13.989 ± 36.581 | 6.024 ± 13.319 | 8.274 ± 8.543 | 8.046 ± 7.883 | 10.332 ± 16.147 | 7.936 ± 9.468 |
| Information-Theoretic Domain | ||||||||
| Lempel-Ziv Complexity | 0.251 ± 0.057 | 0.199 ± 0.055 | 0.224 ± 0.214 | 0.213 ± 0.199 | 0.152 ± 0.053 | 0.145 ± 0.059 | 0.114 ± 0.031 | 0.107 ± 0.026 |
| Normalized Entropy Rate | 0.909 ± 0.038 | 0.936 ± 0.022 | 0.862 ± 0.199 | 0.891 ± 0.148 | 0.956 ± 0.010 | 0.964 ± 0.011 | 0.961 ± 0.009 | 0.966 ± 0.009 |
| Frequency Domain | ||||||||
| Peak Frequency (Hz) | 9.541 ± 10.085 | 7.345 ± 8.221 | 12.741 ± 28.258 | 0.966 ± 0.409 | 4.875 ± 4.398 | 5.118 ± 4.923 | 2.206 ± 2.671 | 1.885 ± 1.059 |
| Spectral Centroid (Hz) | 63.399 ± 28.587 | 62.152 ± 28.025 | 45.395 ± 61.979 | 25.257 ± 31.512 | 15.701 ± 18.241 | 12.667 ± 11.05 | 35.708 ± 78.885 | 24.891 ± 39.199 |
| Bandwidth (Hz) | 87.298 ± 35.314 | 86.102 ± 35.349 | 78.578 ± 69.379 | 57.405 ± 51.251 | 33.635 ± 30.592 | 23.339 ± 15.294 | 78.019 ± 113.267 | 57.977 ± 80.418 |
| Time-Frequency Domain | ||||||||
| Wavelet Entropy | 1.300 ± 0.478 | 1.720 ± 0.488 | 0.211 ± 0.153 | 0.238 ± 0.16 | 0.509 ± 0.410 | 0.842 ± 0.59 | 0.420 ± 0.459 | 0.610 ± 0.567 |





