TABLE 2. Results of Ablation Study of the Proposed Approach. N-SCA: Without Spatial and Channel Attention; N-SLA: Without Slice Attention; N-MSCA: Without Segmentation Mask, Spatial and Channel Attention.
ACC | PRE | F1 | SEN | SPE | ||
---|---|---|---|---|---|---|
Volume Level Evalution |
N-SCA | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
N-MSCA | 0.933 | 0.00 | 0.00 | 0.00 | 1.0 | |
N-SLA | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | |
Proposed | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | |
Slice Level Evaluation |
N-SCA | 0.755 | 0.767 | 0.788 | 0.856 | 0.733 |
N-MSCA | 0.788 | 0.763 | 0.834 | 0.975 | 0.626 | |
N-SLA | NA | NA | NA | NA | NA | |
Proposed | 0.776 | 0.819 | 0.814 | 0.855 | 0.793 |