Research Article
Automated Brain Tissue Classification by Multisignal Wavelet Decomposition and Independent Component Analysis
Table 2
Quantitative analysis of clinical images.
| | | Feature analysis
| Sensitivity (±std.) | Specificity (±std.) | Accuracy (±std.) | TI (±std.) |
| | CSF | ICA
| 66.28 (9.34) | 99.99 (0.02) | 95.21 (2.42) | 0.66 (0.09) | | MW-ICA | 67.35 (5.47) | 98.52 (1.40) | 94.76 (2.81) | 0.61 (0.01) | WM
| ICA
| 85.50 (8.20) | 94.08 (4.36) | 92.37 (2.26) | 0.70 (0.05) | | MW-ICA | 88.95 (7.14) | 94.83 (1.28) | 93.60 (2.18) | 0.81 (0.01) | | WML | ICA
| 84.90 (5.02) | 97.57 (2.22) | 97.31 (2.18) | 0.72 (0.12) | | MW-ICA | 91.99 (3.88) | 98.88 (1.40) | 98.69 (1.38) | 0.90 (0.07) |
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