Fig. 1

The clinical workflow for automatic target tracking using residual contrast agent is comprised of two key components: prior to treatment and during treatment. A patient-specific network is trained prior to the patient’s treatment using radiation therapy planning data. The generator network from the conditional generative adversarial network (cGAN) is used during the treatment to segment the target. The location of the segmented target can be used for motion management