Research Interests

Technical development

• Clinical decision support using artificial intelligence
• Image reconstruction

Applied research

• Stroke recovery mechanism
• Brain modelling using graph neural network

Education Profile

• PhD. The University of Hong Kong, Philosophy, 2009
• BSc. The University of Hong Kong, Medical Engineering, 2005
  

Publications

1. Hui ES. Advanced Diffusion MRI for prediction of Stroke Recovery. J Magn Reson Imaging. 2023 May;57(5):1312-1319.
2. Huang F, Xia P, Vardhanabhuti V, Hui SK, Lau KK, Ka-Fung Mak H, Cao P. Semisupervised white matter hyperintensities segmentation on MRI. Hum Brain Mapp. 2023 Mar;44(4):1344-1358.
3. Zhang JJ, Sánchez Vidaña DI, Chan JN, Hui ESK, Lau KK, Wang X, Lau BWM, Fong KNK. Biomarkers for prognostic functional recovery poststroke: A narrative review. Front Cell Dev Biol. 2022;10:1062807.
4. Zhou Z, Hui ES, Kranz GS, Chang JR, de Luca K, Pinto SM, Chan WW, Yau SY, Chau BK, Samartzis D, Jensen MP, Wong AYL. Potential mechanisms underlying the accelerated cognitive decline in people with chronic low back pain: A scoping review. Ageing Res Rev. 2022 Dec;82:101767.
5. Lian J, Deng J, Hui ES, Koohi-Moghadam M, She Y, Chen C, Vardhanabhuti V. Early stage NSCLS patients’ prognostic prediction with multi-information using transformer and graph neural network model. Elife. 2022 Oct 4;11.
6. Cao P, Wang Z, Liu C, Li T, Hui ES, Cai J. Motion-resolved and free-breathing liver MRF. Magn Reson Imaging. 2022 Sep;91:69-80.
7. An H, Perucho JAU, Chiu KWH, Hui ES, Chu MMY, Ngu SF, Ngan HYS, Lee EYP. Association between High Diffusion-Weighted Imaging-Derived Functional Tumor Burden of Peritoneal Carcinomatosis and Overall Survival in Patients with Advanced Ovarian Carcinoma. Korean J Radiol. 2022 May;23(5):539-547.
8. Wang Z, Xia P, Huang F, Wei H, Hui ES, Mak HK, Cao P. A data-driven deep learning pipeline for quantitative susceptibility mapping (QSM). Magn Reson Imaging. 2022 May;88:89-100.
9. Zhang H, Hui ES, Cao P, Mak HKF. Relationship between Amyloid-β Deposition and the Coupling between Structural and Functional Brain Networks in Patients with Mild Cognitive Impairment and Alzheimer’s Disease. Brain Sci. 2021 Nov 19;11(11).
10. Cui D, Hui ES, Cao P. A multi-inversion-recovery magnetic resonance fingerprinting for multi-compartment water mapping. Magn Reson Imaging. 2021 Sep;81:82-87.

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Patent

Systems and methods for double pulsed diffusional kurtosis imaging
Jensen JH, Hui ES, Helpern JA

US Patent
US9940708B