Table 2.
Methods | Time Consumed | ||
---|---|---|---|
Registration | Fusion | Total | |
Multi-Atlas segmentation (with majority vote) | ≈ 22 hours | ≈ 5 min | ≈ 22 hours |
Multi-Atlas segmentation (with SS) | ≈ 22 hours | ≈ 2 hours | ≈ 24 hours |
Multi-Atlas segmentation (with NLSS) | ≈ 22 hours | ≈ 14 hours | ≈ 36 hours |
Joint Label Fusion framework | ≈ 2 min | ≈ 4 hours | ≈ 4 hours |
Multi-Atlas Learner Fusion framework (with 5 learners) | ≈ 2 min | ≈ 2 min | ≈ 4 min |
Multi-Atlas Learner Fusion framework (with 25 learners) | ≈ 2 min | ≈ 6 min | ≈ 8 min |