Joint denoising and interpolating network for low-dose cone-beam CT reconstruction under hybrid dose-reduction strategy

Lianying Chao, Yanli Wang, Taotao Zhang, Wenqi Shan, Haobo Zhang, Zhiwei Wang, Qiang Li

Abstract: Highlights•A novel hybrid strategy for lowering the dose of CBCT.•A novel JDINet for restoring noise-free and full-view projections.•A FSSIM loss for preserving delicate structures in projections.•A complete framework for low-dose CBCT reconstruction.