Research output per year
Research output per year
Personal profile
Biography
Yiheng is a pioneering PhD candidate at UWA dedicated to transforming modern healthcare through artificial intelligence. His research focuses on developing autonomous AI tools for cardiology, medical image processing, and radiation oncology, which significantly reduces the reliance on scarce medical experts. Yiheng’s passion lies in championing global healthcare equity, ensuring advanced, life-saving diagnostics are accessible and affordable for all. Beyond his groundbreaking research, Yiheng is a highly dedicated, award-winning educator. By actively training the next generation of data scientists, Yiheng's work promises profound, lasting impacts on both the medical and academic communities.
Research
Agentic System, Computer Vision, Deep Learning, Medical Imaging
Teaching overview
Introduction to Data Science [CITS2402]
Computer Vision [CITS4402]
Artificial Intelligence and Adaptive Systems [CITS4404]
Education/Academic qualification
Medical Physics, Master of Physics, The University of Western Australia
2019 → 2021
Physics, Bachelor of Science, Beijing Normal University
2014 → 2018
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Ophthalmic OCT-Based Image Generation Using GANs: A Scoping Review
Afsharan, H., Ghorbanian, P., Navaeipour, F., Fayyazifar, N., Lyu, Y., Bennamoun, M., Cense, B. & Dwivedi, G., 2026, In: Journal of Bio-optics. 2, 1, 26 p., 2603003255.Research output: Contribution to journal › Review article › peer-review
Open Access -
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation
Lyu, Y., Xu, L., Bennamoun, M., Boussaid, F., Arrow, C. & Dwivedi, G., 11 Dec 2025, arXiv.Research output: Working paper › Preprint
File25 Downloads (Pure) -
Beyond Clinical Factors: Harnessing Artificial Intelligence and Multimodal Cardiac Imaging to Predict Atrial Fibrillation Recurrence Post-Catheter Ablation
Truong, E. T., Lyu, Y., Ihdayhid, A. R., Lan, N. S. R. & Dwivedi, G., 19 Sept 2024, In: Journal of Cardiovascular Development and Disease. 11, 9, 19 p., 291.Research output: Contribution to journal › Review article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation
Lyu, Y., Xu, L., Bennamoun, M., Boussaid, F. & Dwivedi, G., Nov 2024, Proceedings - 2024 25th International Conference on Digital Image Computing: Techniques and Applications, DICTA 2024. IEEE, Institute of Electrical and Electronics Engineers, p. 300-307 8 p. (Proceedings - 2024 25th International Conference on Digital Image Computing: Techniques and Applications, DICTA 2024).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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Artificial Intelligence in the Image-Guided Care of Atrial Fibrillation
Lyu, Y., Bennamoun, M., Sharif, N., Lip, G. Y. H. & Dwivedi, G., Sept 2023, In: Life. 13, 9, 1870.Research output: Contribution to journal › Review article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus)