Yikang Liu

Researcher, Medical Imaging AI, United Imaging Intelligence

Joined

November 2022

Names

Yikang Liu (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Medical Imaging AI, United Imaging Intelligence (uii-ai.com)

2021 – Present

PhD student

Department of Biomedical Engineering, Pennsylvania State University (psu.edu)

2015 – 2021

Advisors, Relations & Conflicts

Coworker

Shanhui Sun

2021 – Present

Coworker

Terrence Chen

2021 – Present

PhD Advisor

Nanyin Zhang

2015 – 2021

Expertise

Medical foundation models

2024 – Present

Deep learning

2017 – Present

Neuroimaging

2015 – Present

Medical image analysis

2014 – Present

Publications

Real-Time Novel-View Freehand Ultrasound Imaging via Point-Cloud Rendering and Diffusion-Bridge Completion
Hanrui Shi, Boris Mailhe, Zheyuan Zhang, Yikang Liu, Xiao Chen, Ankush Mukherjee, Terrence Chen, Shanhui Sun
- MIDL 2026 Poster
- Readers: Everyone
Leveraging Diffusion Model and Image Foundation Model for Improved Correspondence Matching in Coronary Angiography
Lin Zhao, Xin Yu, Yikang Liu, Xiao Chen, Eric Z. Chen, Terrence Chen, Shanhui Sun
- IEEE Transactions on Medical Imaging
- Readers: Everyone
Retrieval-Augmented Few-Shot Medical Image Segmentation With Foundation Models
Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
RAU: Reference-based Anatomical Understanding with Vision-Language Models
Yiwei Li, Yikang Liu, Jiaqi Guo, Lin Zhao, Zheyuan Zhang, Xiao Chen, Boris Mailhe, Ankush Mukherjee, Terrence Chen, Shanhui Sun
- Submitted to ICLR 2026
- Readers: Everyone
RAU: Reference-based Anatomical Understanding with Vision Language Models
Yiwei Li, Yikang Liu, Jiaqi Guo, Lin Zhao, Zheyuan Zhang, Xiao Chen, Boris Mailhé, Ankush Mukherjee, Terrence Chen, Shanhui Sun
- CoRR 2025
- Readers: Everyone
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models
Basar Demir, Yikang Liu, Xiao Chen, Eric Z. Chen, Lin Zhao, Boris Mailhé, Terrence Chen, Shanhui Sun
- CoRR 2025
- Readers: Everyone
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation
Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun
- CoRR 2025
- Readers: Everyone
Adapting Vision Foundation Models for Real-Time Ultrasound Image Segmentation
Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun
- MICCAI (5) 2025
- Readers: Everyone

View all 36 publications

Co-Authors

View all 41 co-authors