Biomedical Engineering Reference
In-Depth Information
Questions
1. What are the advantages of atlas-based segmentation over other segmen-
tation techniques?
2. Why is the described non-rigid registration method superior to other tech-
niques?
3. What is the best value for the smoothness constraint weight of the non-rigid
registration (section 11.3.4)?
4. What if in section 11.4.2 the atlas most similar to the raw image were
selected using the following criterion I invented: ...?
5. When combiningmultiple atlas-based segmentations, what is the practical
difference between NN interpolation with vote fusion and PVI with sum
fusion?
6. If the MUL atlas selection strategy is so much better than the others, then
why is it not always used?
7. How does atlas-based segmentation compare to manual segmentation?
8. Are there parallels to the multiatlas segmentationmethod in pattern recog-
nition?
9. Could an active shape model be used as an atlas for segmentation?
10. Why does the binary classifier performance model predict actual perfor-
mance more accurately, yet the multilabel performance model gives better
combined classification results?
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