Table 2 Performance comparison with existing techniques
From: Detecting focal cortical dysplasia lesions from FLAIR-negative images based on cortical thickness
Related work | Method | Data type | Patient-wise | Voxel-wise | ||
|---|---|---|---|---|---|---|
Recall | Recall | Precision | Dice coefficient | |||
Wong-Kisiel et al. [4] | VBM | T1-weighted | 64 | – | – | – |
Ahmed et al. [6] | SBM | T1-positive | 85 | 20.14 | – | 22.36 |
T1-negative | 58 | 2.47 | – | 3.68 | ||
Bijay Dev et al. [10] | CNN | FLAIR | 82.5 | 40.1 | 80.69 | 52.47 |
Wagner et al. [5] | VBM | FLAIR-negative images from this study were used | 50 | 19.47 | 10.27 | 13.36 |
Proposed method | VBM | FLAIR-negative | 50 | 67.45 | 20.42 | 30.01 |