Name
Abstract | ||
|---|---|---|
Image analysis methods must be tested and evaluated within a controlled environment. Simulations can be an extremely helpful tool for validation because ground truth is known. We created the digital brain phantom that is at the heart of our publicly available database of realistic simulated magnetic resonance image (MRI) volumes known as BrainWeb. Even though the digital phantom had l mm3 isotropic voxel size and a small number of tissue classes, the BrainWeb database has been used in more than one hundred peer-reviewed publications validating different image processing methods. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1016/j.neuroimage.2006.03.052 | NeuroImage |
Keywords | Field | DocType |
image analysis,ground truth,magnetic resonance image | Voxel,Computer vision,Segmentation,Computer science,Imaging phantom,Cognitive psychology,Image processing,Extremely Helpful,Ground truth,Medical physics,Artificial intelligence,Positron emission tomography | Journal |
Volume | Issue | ISSN |
32 | 1 | 1053-8119 |
Citations | PageRank | References |
68 | 4.84 | 5 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Berengere Aubert-Broche | 1 | 166 | 14.12 |
| Alan C. Evans | 2 | 3045 | 574.95 |
| Louis Collins | 3 | 69 | 5.53 |