Personal 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.
Research interests
- Medical Image Analysis
- Treatment Response & Disease Prediction
- Deep Learning
Qualifications
PhD CityU
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Collaborations and top research areas from the last five years
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Bridging Accuracy and Explainability: A SHAP-Enhanced CNN for Skin Cancer Diagnosis
Roy, S., Fan, X., Alam, N., Chen, X., Qureshi, R., Wu, J. & Yap, M. H., 2026, Medical Image Understanding and Analysis - 29th Annual Conference, MIUA 2025, Proceedings. Ali, S., Hogg, D. C. & Peckham, M. (eds.). p. 72-86 15 p. (Lecture Notes in Computer Science; vol. 15917 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Interpretable Deep Biomarker for Serial Monitoring of Carotid Atherosclerosis Based on Three-Dimensional Ultrasound Imaging
Chen, X., Fan, X. & Chiu, B., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). p. 295-305 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Local Vessel Wall and Plaque Volume Evaluation of Three-Dimensional Carotid Ultrasound Images for Sensitive Assessment of the Effect of Therapies on Atherosclerosis
Chiu, B., Chen, X. & Zhao, Y., 1 Jan 2023, 3D Ultrasound: Devices, Applications, and Algorithms. p. 139-153 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Quantification of Local Vessel Wall and Plaque Volume Change for Assessment of Effects of Therapies on Carotid Atherosclerosis Based on 3-d Ultrasound Imaging
Chen, X., Zhao, Y., Spence, J. & Chiu, B., Mar 2023, In: Ultrasound in Medicine and Biology. 49, 3, p. 773-786 14 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition
Fan, X., Chen, X., Jiang, M., Shahid, A. R. & Yan, H., 2023, p. 13834-13843. 10 p.Research output: Contribution to conference › Paper › peer-review
58 Citations (Scopus)
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Development of Concept-based Visual State Space Model for Interpretable Ulcerative Colitis Diagnosis
CHEN, X. (PI), Dou Qi (CoI) & FAN Xinqi (CoI)
1/01/26 → 31/12/27
Project: Research
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Development of Interpretable Deep Biomarker for Monitoring Carotid Atherosclerosis Based on 3D Ultrasound Imaging
CHEN, X. (PI), CHIU Bernard Chi-yuen (CoI) & FAN Xinqi (CoI)
1/01/25 → 31/12/26
Project: Research
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Development of 3D ultrasound measurement tools of carotid atherosclerosis based on weighted average of local vessel wall and plaque volume change
CHEN, X. (PI) & FAN Xinqi (CoI)
1/08/24 → 31/12/25
Project: Research
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Invited Talk: Advancing 3D Ultrasound Tools for Carotid Atherosclerosis:Transforming Clinical Trials with Novel Biomarkers and Automation
CHEN, X. (Speaker)
22 Sept 2025Activity: Talk or presentation › Invited talk
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IEEE EMBS R10 Smart Health Symposium 2025
CHEN, X. (Member of programme committee)
21 Jun 2025 → 22 Jun 2025Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Invited Talk: Healthcare and Teleradiology in Sport Management
CHEN, X. (Speaker)
21 Feb 2025Activity: Talk or presentation › Invited talk
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Invited Talk: Navigating the Digital Landscape of Tele-radiology: Network Infrastructure, Data Protection, and Cybersecurity
HUNG, K. F. K. (Speaker), CHEN, X. (Speaker) & LAI, H. L. (Speaker)
30 Oct 2024Activity: Talk or presentation › Invited talk