Personal profile
Research interests
Computer Science / Information Technology - Computer vision
Computer Science / Information Technology - Artificial intelligence
Computer Science / Information Technology - Machine learning
Position Held
Co-Director of Center for Evolution and Health
Associate Director of Center for Medical Imaging and Analysis
Related documents
Education/Academic qualification
PhD in Computer Science and Engineering, PhD, The Chinese University of Hong Kong
2017
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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Primary ciliary dyskinesia diagnosis by advanced light microscopy
CHEN, Y. (CoI), CHEN, H. (CoI) & LIU, Z. (PI)
1/01/26 → 31/12/28
Project: Research
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Embracing Artificial Intelligence-Assisted Upper and Lower Urinary Tract Assessment in Primary Care and Nurse Clinic Settings
TEOH, J. Y. C. (PI) & CHEN, H. (CoPI)
1/01/26 → 31/12/30
Project: Research
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Towards Precise Computer-assisted Intervention via a Surgical Video Foundation Model
CHEN, H. (PI), MAIER-HEIN, L. (PI) & LAU, L.H.-S. (CoI)
1/01/26 → 31/12/26
Project: Research
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SIAT-HKUST Joint Laboratory for Brain Science
ZHU, B. D. (PI), CHEN, H. (Team member), WANG, J. (Team member) & MIAO, Y. (Team member)
1/01/26 → 31/12/26
Project: Research
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Development of an Automatic Detection and Analytical Platform for Circulating Tumor Cells with Artificial Intelligence
CHEN, H. (PI), CHAN, C. K. R. (CoI) & ZHANG, L. (CoPI)
Innovation and Technology Commission, Hong Kong Tsure Biotechnology Co., Limited
1/10/25 → 30/09/27
Project: Research
Research output
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3D SA-LoIFM: A three-dimensional framework for segmentation-assisted learning of informative feature matching in liver CT-3D US rigid registration
He, B., Wu, T., Zhang, Y., Luo, H., Chen, H. & Jia, F., 1 Jun 2026, In: Biomedical Signal Processing and Control. 118, 109664.Research output: Contribution to journal › Journal Article › peer-review
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Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation
Zhuang, J., Wu, L., Ni, X., Wang, X., Wang, L. & Chen, H., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 24-34 11 p. (Lecture Notes in Computer Science; vol. 15965 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Causal Inference Via Style Bias Deconfounding for Domain Generalization
Li, J., Lin, D., Chen, H., Liu, H., Wan, L. & Feng, W., 12 Jan 2026, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Journal Article › peer-review
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Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge
Rueckert, T., Rauber, D., Maerkl, R., Klausmann, L., Yildiran, S. R., Gutbrod, M., Nunes, D. W., Moreno, A. F., Luengo, I., Stoyanov, D., Toussaint, N., Cho, E., Kim, H. B., Choo, O. S., Kim, K. Y., Kim, S. T., Arantes, G., Song, K., Zhu, J. & Xiong, J. & 41 others, , Mar 2026, In: Medical Image Analysis. 109, 103945.Research output: Contribution to journal › Short survey › peer-review
Open Access -
Diffusion-Based Virtual Staining from Polarimetric Mueller Matrix Imaging
Zheng, X., Wen, J., Zhuang, J., Du, Y., Cong, J., Guo, L., Luo, L., He, C. & Chen, H., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-173 11 p. (Lecture Notes in Computer Science; vol. 15960 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Activities
- 7 Editorial work
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Reviews in Biomedical Engineering (RBME) (Journal)
CHEN, H. (Associate Editor)
2025 → …Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transactions on Medical Imaging (Journal)
CHEN, H. (Associate Editor)
1 Aug 2024 → …Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (Journal)
CHEN, H. (Associate Editor)
1 Jan 2022 → …Activity: Publication peer-review and editorial work › Editorial work
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Computerized Medical Imaging and Graphics (CMIG) (Journal)
CHEN, H. (Associate Editor)
1 Jan 2022 → …Activity: Publication peer-review and editorial work › Editorial work
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Medical Physics (Journal)
CHEN, H. (Associate Editor)
1 Jan 2022 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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Young Investigator Research Award
CHEN, H. (Recipient), Jun 2025
Prize: Other Research Award and Prize
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Outstanding Scientific Research Output Award
CHEN, H. (Recipient), Jun 2023
Prize: Other Research Award and Prize
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