WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion

1 code implementation • 15 Apr 2024 • Bin Wang, Fei Deng, Peifan Jiang, Shuang Wang, Xiao Han, Zhixuan Zhang

Low-dose computed tomography (LDCT) has become the technology of choice for diagnostic medical imaging, given its lower radiation dose compared to standard CT, despite increasing image noise and potentially affecting diagnostic accuracy.

Image Denoising SSIM

EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network

1 code implementation • 20 Mar 2024 • Bin Wang, Fei Deng, Peifan Jiang

Electroencephalogram (EEG) signals play a pivotal role in clinical medicine, brain research, and neurological disease studies.

Denoising EEG +1

SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction

1 code implementation • 18 Mar 2024 • Shuang Wang, Fei Deng, Peifan Jiang, Zishan Gong, Xiaolin Wei, Yuqing Wang

In response to this challenge, we propose a novel diffusion model reconstruction framework tailored for 3D seismic data.