Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction

1 code implementation • 24 Sep 2023 • Mahesh Shakya, Bishesh Khanal

Our results show that attention-based methods that capture global spatial relationships tend to perform better across all anatomies and datasets; performance on clinically relevant subgroups may be overestimated without disaggregated reporting; ribs are substantially more difficult to reconstruct compared to femur, hip and spine; and the dice score improvement does not always bring a corresponding improvement in the automatic estimation of clinically relevant parameters.

3D Shape Reconstruction Anatomy +2