Table 1 The differences between our proposed methods and other methods
From: Metal artifact reduction on cervical CT images by deep residual learning
Methods | Non-raw data | Non-post processing | Run time |
|---|---|---|---|
Acquisition improvement | |||
Bamberget al. [6] | ✓ | ✗ | – |
Schoeppel et al. [7] | ✓ | ✗ | – |
Fabian et al. [6] | ✓ | ✓ | Long |
Sinogram completion | |||
Kalender et al. [9] | ✗ | ✓ | – |
Meyer et al. [10] | ✗ | ✓ | – |
Roeske et al. [11] | ✗ | ✓ | – |
Iterative reconstruction | |||
Xia et al. [13] | ✗ | ✓ | Long |
Boas et al. [14]. | ✗ | ✓ | Long |
Aissa et al. [15] | ✗ | ✓ | Long |
Proposed | |||
RL-ARCNN | ✓ | ✓ | < 1 s |