I am currently a Postdoctoral Fellow in the Department of Radiology at University of Washington, under the supervision of Prof. Chengcheng Zhu.

I recieved my Ph.D. degree at University of Chinese Academy of Sciences and ShanghaiTech University, under the supervision of Prof. Rui Zheng. I received my B.Eng. degree from the School of Information Science and Technology at Dalian Maritime University in 2018.

During 2023-2024, I was a visiting student at the Institute of High Performance Computing (IHPC), A*STAR, Singapore, advised by Dr. Huazhu Fu.

My research interests lie at the intersection of medical data analysis and computer vision, with the goal of developing intelligent systems that enhance clinical decision-making.

📝 Publications

Domain adaptation

IEEE TMI, 2024

Training-free image style alignment for domain shift on handheld ultrasound devices

Hongye Zeng, Ke Zou, Zhihao Chen, Yuchong Gao, Hongbo Chen, Haibin Zhang, Kang Zhou, Meng Wang, Rick Siow Mong Goh, Yong Liu, Chang Jiang, Rui Zheng, Huazhu Fu

MICCAI 2024

Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation

Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu

3D Ultrasound Spine Images

IEEE TUFFC, 2021

Automatic detection and measurement of spinous process curve on clinical ultrasound spine images

Hongye Zeng, Edmond Lou, Songhan Ge, Zhichao Liu, Rui Zheng

IEEE JBHI, 2024

Anatomical Prior and Inter-slice Consistency for Semi-supervised Vertebral Structure Detection in 3D Ultrasound Volume

Hongye Zeng, Kang Zhou, Songhan Ge, Yuchong Gao, Jianhao Zhao, Shenghua Gao, Rui Zheng

IUS 2022

3D Ultrasound Parametric Modeling Imaging for Spine Deformity – A Preliminary Study

Yuchong Gao, Hongye Zeng, Jianhao Zhao, Mingbo Zhang, Rui Zheng

• IUS 2021 Measurement of Spinous Process Angles on Ultrasound Spine Images using HR-Net Method, Wenjie Shao,Hongye Zeng,Yuchong Gao,Kang Zhang,Rui Zheng
• IUS 2021 Indicating Lung Maturity of Preterm Births on LUS Images using the GLCM Statistical Properties---A Pilot Study, Duo Xu,Hongye Zeng,Jiangqin Liu,Shanshan Wang,Rui Zheng
• IEEE TUFFC Improvement of 3-D ultrasound spine imaging technique using fast reconstruction algorithm, Hongbo Chen,Rui Zheng,Liyue Qian,Fengyu Liu,Sheng Song,Hongye Zeng
• EMBC 2020 Measuring spinous process angle on ultrasound spine images using the GVF segmentation method, Songhan Ge,Hongye Zeng,Rui Zheng
• IUS 2019 Measuring spinous process angle on ultrasound spine images using the GVF segmentation method, Hongye Zeng,Rui Zheng,Lawrence H Le,Dean Ta

🗣 Activities

Reviewers

• IEEE Journal of Biomedical and Health Informatics
• Scientific Reports
• ICIP 2023

Presentations

• 2019.10, International Ultrasonics Symposium, Glasgow, UK

Teaching

• CS270 Digital Image Processing, Spring 2019, Fall 2019, TA
• EE101 Fundamentals of Medical Imaging, Spring 2020, TA

📖 Educations

• 2018.09 - 2024.06, Ph.D, University of Chinese Academy of Sciences, ShanghaiTech University, Shanghai.
• 2014.09 - 2018.06, B.E, Dalian Maritime University.

💻 Experiences

• 2024.10 - now, Postdoc fellow, University of Washington, US
• 2023.02 - 2024.02, Visiting student, A*STAR, Singapore