Staff Profile

Biography

Dr. Xueli Chen received her Bachelor of Science in Applied Mathematics from Sun Yat-sen University and her Ph.D. in Electrical Engineering from City University of Hong Kong. She is now a senior lecturer at the School of Science and Technology at Hong Kong Metropolitan University. Her interests are medical image analysis, treatment response, disease prediction, and deep learning.

Teaching Areas & Research Interests

• Medical Image Analysis
• Treatment Response & Disease Prediction
• Deep Learning

Selected Publications

Book Chapters

• X. Chen, X. Fan, B. Chiu, “Interpretable Deep Biomarker for Serial Monitoring of Carotid Atherosclerosis based on Three-Dimensional Ultrasound Imaging”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023
• X. Fan, X. Chen, M. Jiang, et al., “SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Journal Articles

• X. Chen, Y. Zhao, J.D. Spence, B. Chiu, “Quantification of Local Vessel Wall and Plaque Volume Change for Assessment of Effects of Therapies on Carotid Atherosclerosis Based on 3-D Ultrasound Imaging”, Ultrasound in Medicine & Biology, 2023
• X. Chen, M. Lin, H. Cui, Y. Chen, et al., “Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection”, Computer Methods and Programs in Biomedicine, 2020.

Further Information

Link to Google Scholar page

Modified Date: 16 Jan, 2025
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