TABLE 1.
Functions | Purpose | Hyper‐parameters | Value |
---|---|---|---|
losscycle | Cycle consistency loss, GCBCT→CT = GCT→CBCT ’ | λcycle | 10.0 |
lossadv | Adversarial loss, synthetizes realistic images | λadv | 1.0 |
lossgrad | Gradient loss, preserves edges and structures | λgrad | 1.0 |
lossidem | Idempotent loss, idempotency preservation | λidem | 1.0 |
losstv | Total variation regularization loss, produce spatially uniform images | λtv | 1.0 |