Publications by authors named "Daixiang Jiang"
Article Synopsis
- This study introduces 3D-PSNet, a new network designed to enhance the denoising of 3D magnetic resonance (MR) images by balancing global structure and local detail preservation.
- The network incorporates advanced techniques like residual depthwise separable convolution and residual dilated convolution to improve efficiency and maintain essential image features.
- 3D-PSNet achieves impressive performance metrics (47.79% PSNR, 99.81% SSIM, and 0.40 RMSE), demonstrating its effectiveness across multiple datasets and aiding in more accurate medical diagnoses.
The finite element analysis study of the impact of single and double lag screw fixation on ankle fractures of different sizes.
Comput Methods Biomech Biomed Engin
May 2024
In clinical practice, the choice of single double screw fixation for posterior malleolus fractures (PMF) is theoretically unclear, particularly concerning the size-stability relationship. This study, employing Finite Element Analysis (FEA), assesses biomechanical stability in PMF of varying sizes under both fixation methods. Utilizing a 3D model based on CT scans, we simulated fractures with 10-50% fragment sizes and applied a 600 N force to mimic the single-leg stance.
View Article and Find Full Text PDF