4 papers
DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement
Wenjie Cai, Yuezhe Yang, Jianyang Xia +2
Existing diffusion-based enhancement methods provide strong generative capability for low-light image enhancement (LLIE), yet they either rely on paired supervision or lack reliabl…
Auto-US: An Ultrasound Video Diagnosis Agent Using Video Classification Framework and LLMs
Yuezhe Yang, Yiyue Guo, Wenjie Cai +5
AI-assisted ultrasound video diagnosis presents new opportunities to enhance the efficiency and accuracy of medical imaging analysis. However, existing research remains limited in…
UltraGS: Real-Time Physically-Decoupled Gaussian Splatting for Ultrasound Novel View Synthesis
Yuezhe Yang, Qingqing Ruan, Wenjie Cai +5
Ultrasound imaging is a cornerstone of non-invasive clinical diagnostics, yet its limited field of view poses challenges for novel view synthesis. We present UltraGS, a real-time f…
Representation Paradigms in AI-based 3D Radiological Image Reconstruction: A Systematic Review
Yuezhe Yang, Lei Bi, Boyu Yang +6
The demand for high-quality medical imaging in clinical practice and assisted diagnosis has made 3D image reconstruction in radiological imaging a key research focus. Artificial in…