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eess.IV2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models
Basar Demir, Yikang Liu, Xiao Chen +5
Many self-supervised denoising approaches have been proposed in recent years. However, these methods tend to overly smooth images, resulting in the loss of fine structures that are…
eess.IV2025
LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images
Yujie Ding, Shenghua Teng, Zuoyong Li +1
UNet and its variants have widespread applications in medical image segmentation. However, the substantial number of parameters and computational complexity of these models make th…
eess.IV2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping
Yikang Liu, Lin Zhao, Eric Z. Chen +3
Dynamic coronary roadmapping is a technology that overlays the vessel maps (the "roadmap") extracted from an offline image sequence of X-ray angiography onto a live stream of X-ray…