Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-0853-6948
Scopus Author ID: 55932867600
Google Scholar Profile: Aho5Jv8AAAAJ
Impact
Biography
Dr. Yixuan YUAN is an Assistant Professor in the Department of Electronic Engineering, City University of Hong Kong (CityU) since April 2018. Before joining CityU, she was a postdoctoral fellow at Stanford University. She received the BEng. degree in information Countermeasure from Northwestern Polytechnical University, Xi’an, China, in 2010, and the Ph.D. degree from the Department of Electronic Engineering at the Chinese University of Hong Kong, in 2016. During 2010-2012, she conducted research on the brain imaging area in the lab of pattern recognition and intelligent system in Northwestern Polytechnical University. She was a visiting scholar in Department of Radiology at Stanford during 2014-2015.
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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 -
SDG 17 Partnerships for the Goals
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Collaborations from the last five years
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Research output
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DGM4MICCAI 2025 Preface
Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y., 2026, Deep Generative Models: 5th MICCAI Workshop, DGM4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Cham: Springer , p. v-vi (Lecture Notes in Computer Science; vol. 16128).Research output: Chapters, Conference Papers, Creative and Literary Works › Foreword/preface/postscript
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Evaluating GPT-4V for Multi-modal Medical Applications: A Comparative Study Using Open-source Datasets
Yan, Z., Zhou, R., Zhang, K., Chen, W., Zeng, Y., Luo, Y., Fang, Z., Ren, H., Li, Q., Yuan, Y., Liu, T., Yang, C., Chen, Y., Zou, J., He, L., Li, X. & Sun, L., 9 Jul 2026, (Online published) In: IEEE Transactions on Radiation and Plasma Medical Sciences. 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Exploiting Scale-Variant Attention for Segmenting Small Medical Objects
Dai, W., Liu, R., Wu, Z., Wu, T., Wang, M., Zhou, J., Yuan, Y. & Liu, J., Jul 2026, In: IEEE Transactions on Neural Networks and Learning Systems. 37, 7, p. 3161-3175 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
16 Link opens in a new tab Citations (Scopus) -
MRM++: Enhanced Masked Relation Modeling for Multi-Modal Medical Pre-training
Yang, Q., Li, W., Peng, Z., Cheng, F. & Yuan, Y., Aug 2026, In: International Journal of Computer Vision. 134, 8, 20 p., 355.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile2 Downloads (CityUHK Scholars) -
PIPA: Prior-Driven Prompting with Diagnosis-Oriented Retrieval-Augmentation for 3-D Radiology Report Generation
Yang, Q., Li, W., Guo, X., Harwood, M. C., Woo, P. Y. M., Zhang, J., Chen, Y., Zhang, K. & Yuan, Y., Sept 2026, In: IEEE Transactions on Medical Imaging. 45, 9, p. 4834-4845 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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NSFC-YPC-SRI: 基于内窥镜的肠癌智能检测与分割方法研究
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/21 → …
Project: Research
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GRF: From Source-available to Source-free Unsupervised Prototypical Domain Adaptation for Lesion Segmentation
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/22 → 12/12/22
Project: Research
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ITF: An Intelligent Platform for Glioma Segmentation, Grading, and Assessment with Multimodality Magnetic Resonance Imaging
YUAN, Y. (Principal Investigator / Project Coordinator) & WOO, Y. M. (Co-Investigator)
1/07/21 → 31/12/22
Project: Research
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ECS: Domain Knowledge Driven Deep Models for Automatic Gastrointestinal Disease Diagnosis
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/21 → 12/12/22
Project: Research
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TDG(CityU): Artificial Intelligence in Medicine: Virtual Immunohistochemistry
LAU, C. (Principal Investigator / Project Coordinator), CHEUK, W. (Co-Investigator) & YUAN, Y. (Co-Investigator)
1/02/20 → 31/01/21
Project: Research
Prizes
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Silver Medal at the 49th International Exhibition of Inventions of Geneva
WANG, C. (Recipient), FENG, H. (Recipient), GE, T. (Recipient), GUO, X. (Recipient) & YUAN, Y. (Recipient), Apr 2024
Prize: RGC 64B - Prizes and awards
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Young Scientist Award in Engineering from the Hong Kong Institute of Science.
YUAN, Y. (Recipient), 3 Dec 2017
Prize: RGC 64B - Prizes and awards
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the School of Medicine Dean's Postdoctoral Fellowship from Stanford
YUAN, Y. (Recipient), 1 Jul 2017
Prize: Other distinction