TABLE I.
Selected supervised transformation prediction methods
| References | ROI | Patch- based |
Modality | Transformation |
|---|---|---|---|---|
| [8] | Cardiac | No | MR | Deformable |
| [13] | Brain | Yes | MR | Deformable |
| [15] | Brain | Yes | MR | Deformable |
| [16] | Pelvic | Yes | MR-CT | Deformable |
| [17, 18] | Prostate | No | MR-US | Deformable |
| [19] | Lung | Yes | CT | Deformable |
| [20, 21] | Lung | No | CT | Deformable |
| [12] | Brain | Yes | MR | Deformable |
| [24] | Brain | No | T1, T2, Flair | Affine |
| [25-27] | Lung | Yes | CT | Deformable |
| [29] | Prostate | No | MR-TRUS | Affine + Deformable |
| [33] | Pelvis | No | CT-CBCT | Deformable |
| [35] | Cardiac | No | MRI | Deformable |