I am currently a Ph.D. candidate in the Biomedical Ultrasound Lab at 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.

Specifically, I am interested in multi-modal learning with vision and text in ultrasound images, domain adaptation across different imaging systems, and the application of diffusion models in medical data analysis.

Previously, my work centered on developing deep learning solutions for 3D ultrasound imaging of the spine, including semi-supervised learning, domain adaptation, and multi-modal imaging, to facilitate intelligent diagnosis and high-quality imaging.

📝 Publications

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

Domain adaptation

Preprint

Training-free image style alignment for self-adapting 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

Submitted

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

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

🗣 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 (now), Ph.D, ShanghaiTech University, Shanghai.
• 2014.09 - 2018.06, B.E, Dalian Maritime University.

💻 Experiences

• 2023.02 - 2024.02, Visiting student, A*STAR, Singapore, advised by Dr. Huazhu Fu.