Hongye Zeng 曾宏业
Postdoctoral Researcher

Department of Radiological Sciences
David Geffen School of Medicine
University of California, Los Angeles

Email: zenghy96 [at] gmail [dot] com
Google Scholar

Biography

I am currently a Postdoctoral Researcher at the University of California, Los Angeles (UCLA), working with Prof. Corey W. Arnold. Previously, I was a Postdoctoral Fellow at the University of Washington with Prof. Chengcheng Zhu. I received my Ph.D. from the University of Chinese Academy of Sciences and ShanghaiTech University, advised by Prof. Rui Zheng. I was also a Visiting Student at the Institute of High Performance Computing (IHPC), A*STAR, Singapore, mentored by Dr. Huazhu Fu.

My research focuses on AI for personalized and accessible healthcare:

  • Personalized Cancer Care: improving disease monitoring from longitudinal data through multimodal learning, temporal modeling and data synthesis.
  • Accessible Ultrasound System: enabling non-expert operators to acquire and interpret ultrasound through AI-guided scanning and automated diagnosis.

Selected Publications ( Google Scholar)

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, Chang Jiang, Rick Siow Mong Goh, Yong Liu, Chengcheng Zhu, Rui Zheng, Huazhu Fu.
IEEE Transactions on Medical Imaging, 2025. / [DOI]
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.
IEEE Journal of Biomedical and Health Informatics, 2024. / [DOI]
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu.
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024.
3D Ultrasound Parametric Modeling Imaging for Spine Deformity–A Preliminary Study
Yuchong Gao, Hongye Zeng, Jianhao Zhao, Mingbo Zhang, Rui Zheng.
IEEE International Ultrasonics Symposium, 2022.
Improvement of 3-D ultrasound spine imaging technique using fast reconstruction algorithm
Hongbo Chen, Rui Zheng, Liyue Qian, Fengyu Liu, Sheng Song, Hongye Zeng.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2021. / [DOI]
Automatic detection and measurement of spinous process curve on clinical ultrasound spine images
Hongye Zeng, Edmond Lou, Songhan Ge, Zhichao Liu, Rui Zheng.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2020. / [DOI]
Measuring spinous process angle on ultrasound spine images using the GVF segmentation method
Hongye Zeng, Rui Zheng, Lawrence H Le, Dean Ta.
IEEE International Ultrasonics Symposium, 2019.

Academic Activities

Journal Reviewer

  • IEEE Transactions on Medical Imaging (TMI)
  • IEEE Journal of Biomedical and Health Informatics (JBHI)
  • Pattern Recognition
  • Scientific Reports
  • MICCAI
  • ICIP

Presentations

  • IUS 2019, Glasgow, UK

Teaching Experiences

    CS270 Digital Image Processing, Spring and Fall 2019 (Teaching Assistant)

    EE101 Fundamentals of Medical Imaging, Spring 2020 (Teaching Assistant)