Figure 6
From: Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
The proposed CT reconstruction pipeline with enhancement of anatomical structures. The CT Gen is the CT generator network that reconstructs the 3D CT volume with two 2D X-ray projections as input. The SegNet is a pre-trained segmentation network that segments the target anatomical structures and is frozen during the GAN training. The 3D perceptual loss aggregates the 2D perceptual losses from slices along vertical directions.
