No. 3 Sassoon Rd, Hong Kong
Department of Orthopeadics and Truamatology, HKUMed
Publications
Feature Conference Papers:
Engineering:
“Modelling of Intervertebral Disc (IVD) with Structured Mesh and Crosswise Collagen Fibers.” in 45th Annual International
Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC). Sydney Australia. 24-28 July 2023.
Mohammadi M, Teng Zhang, Jason PY Cheung.
“SpineQ: Unsupervised 3D Lumbar Quantitative Assessment.” in 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC). Sydney Australia. 24-28 July 2023.
Kuang, Xihe, Jason PY Cheung, Huang Tao, Teng Zhang.
“Immediate Effects of Posture Correction Girdle on Adolescents with Early Scoliosis.” in 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022). vol 51 :100-107. Doi: 10.54941/ahfe1002104.
Liu PY, Yip J, Chen BY, Yick KL, He LF, Jason PY Cheung, Ng SP.
"SpineGEM: A Hybrid-Supervised Model Generation Strategy Enabling Accurate Spine Disease Classification with a Small Training Dataset." in International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 145-154. 2021.
Kuang, Xihe, Jason PY Cheung, Xiaowei Ding, Teng Zhang.
"High-Order Residual Network for Light Field Super-Resolution" in AAAI Conference on Artificial Intelligence, pp. 11757–11764, February 2020.
Nan Meng, Xiaofei Wu, Jianzhuang Liu, Edmund Y. Lam.
Spatial and angular reconstruction of light field based on deep generative networks." in IEEE International Conference on Image Processing (ICIP), pp. 4659-4663. 2019.
Nan Meng, Tianjiao Zeng, and Edmund Y. Lam.
"MRI-SegFlow: a novel unsupervised deep learning pipeline enabling accurate vertebral segmentation of MRI images." in IEEE Engineering in Medicine & Biology Society (EMBC), pp. 1633-1636, July 2020.
Kuang Xihe, Jason PY Cheung, Honghan Wu, Socrates Dokos, Teng Zhang.
"XLIF interbody cage reduces stress and strain of fixation in spinal reconstructive surgery in comparison with TLIF cage with bilateral or unilateral fixation: a computational analysis." in IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1887-1890. IEEE, 2019.
Teng Zhang, Siwei Bai, Socrates Dokos, Jason PY Cheung, and Ashish D. Diwan.
“Core Planar Cell Polarity Genes Vangl1 and Vangl2 in Predisposition to Congenital Scoliosis.” in International Consortium for Spinal Genetics Development and Disease (ICSGDD) 2022 Annual Meeting. 2022.
Wu, N, TJ Zhang, B Gao, Jason PY Cheung, X Feng, and Y Ye.
"Male SpA patients with longer disease duration have less severe disc degeneration—A propensity-score matched comparison with the population." in 24th Asia-Pacific League of Associations for Rheumatology Congress (APLAR 2022). 2022.
Cheung, TYS, Jason PY Cheung, HLH Tsang, and WHP Cheung.
"Adolescent Idiopathic Scoliosis with Spinal Proprioceptive Deficits Is Associated with Curve Magnitudes of over 45 Degrees." in International Consortium for Spinal Genetics Development and Disease (ICSGDD) 2022 Annual Meeting, 2022.
LAU, KL, KMC Cheung, Jason PY Cheung, KYH Kwan, W Chow, KPK LAW, DHK Chow, and A Wong.
"The relationship between compliance of physiotherapeutic scoliosis specific exercises and curve regression with adolescent idiopathic scoliosis: a retrospective, age-and sex-matched case-control study. Block Five: Physcial Therapy Outcomes." in SOSORT International Congress. 2022.
Fan C, Kuang G, To M, Jason PY Cheung.
Jason PY Cheung. "Population-based analysis of the clinical implications of lumbar developmental spinal stenosis." in The 21st Asia Pacific Orthopaedic Association (APOA) Congress. 2021.
Jason PY Cheung.
Clinical:
Feature Journals:
Deep Learning Model to Classify and Monitor Idiopathic Scoliosis in Adolescents Using a Single Smartphone Photograph. JAMA Network Open 2023; 6(8): e2330617-e.
Zhang T, Zhu C, Zhao Y, et al.
"Radiograph-comparable image synthesis for spine alignment analysis using deep learning with prospective clinical validation", Lancet: eClinicalMedicine, vol. 61, 102050, July 2023.
Nan Meng, Kwan-Yee K. Wong, Moxin Zhao, Jason P.Y. Cheung, Teng Zhang.
"3D FE analysis for buckling behavior of longitudinal reinforcement embedded in LRS FRP-confined concrete under axial compression," Composite Structures, vol. 312, p. 116857, 2023.
Y.-L. Bai, H.-L. Yang, M. Mohammadi, and J.-G. Dai.
"Spine-GFlow: A hybrid learning framework for robust multi-tissue segmentation in lumbar MRI without manual annotation," Computerized Medical Imaging and Graphics, vol. 99, p. 102091, 2022.
Kuang, Xihe, Jason PY Cheung, Honghan Wu, Cao Yang, Kun Wang, Yang Li, Teng Zhang.
"Small Preoperative Dural Sac Cross-Sectional Area and Anteriorly Placed Fusion Cages Are Risk Factors for Indirect Decompression Failure after Oblique Lateral Interbody Fusion," World Neurosurgery, vol. 167, pp. e1032-e1044, 2022.
Hao Wu, Zhi Shan, Teng Zhang, Junhui Liu, Shunwu Fan, Fengdong Zhao, Jason PuiYin Cheung
"An Artificial Intelligence Powered Platform for Auto-Analyses of Spine Alignment Irrespective of Image Quality with Prospective Validation", Lancet: eClinicalMedicine, 2022.
Nan Meng and Jason Pui Yin Cheung and Wong, Kwan-Yee Kenneth and Dokos, Socrates and Li, Sofia Pik Hung and Choy, Richard W. and To, Samuel Ching Hang and Li, Ricardo J. and Teng Zhang.
"PhenoApt leverages clinical expertise to prioritize candidate genes via machine learning," The American Journal of Human Genetics, vol. 109, no. 2, pp. 270-281, 2022.
Zefu Chen, Yu Zheng, Yongxin Yang, Yingzhao Huang, Sen Zhao, Hengqiang Zhao, Chenxi Yu, Nan Wu.
"O-GlcNAc transferase regulates intervertebral disc degeneration by targeting FAM134B-mediated ER-phagy," Experimental & Molecular Medicine," vol. 54, no. 9, pp. 1472-1485,2022.
Rongjin Luo, Gaocai Li, Weifei Zhang, Huaizhen Liang, Saideng Lu, Jason Pui Yin Cheung, Teng Zhang,Yu Song & Cao Yang.
"FE modeling of Non-circular LRS FRP-confined concrete columns," Composite Structures, vol. 286, p. 115314, 2022.
M. Mohammadi, Y.-L. Bai, H.-L. Yang, G. Lin, J.-G. Dai, and Y.-F. Zhang.
"Equipoise for lateral access surgery," World Neurosurgery, vol. 166, pp. e645-e655, 2022.
Hao. Wu, P. W. H. Cheung, R. C. C. Soh, J. Y. L. Oh, and Jason PuiYin Cheung.
"Dual encoder-based dynamic-channel graph convolutional network with edge enhancement for retinal vessel segmentation," IEEE Transactions on Medical Imaging, vol. 41, no. 8, pp. 1975-1989, 2022.
Y. Li, Y. Zhang, W. Cui, B. Lei, Kuang, Xihe, and Teng. Zhang.
"Whole exome sequencing uncovered the genetic architecture of growth hormone deficiency patients," Frontiers in Endocrinology, vol. 12, p. 711991, 2021.
Yu, Chenxi, Bobo Xie, Zhengye Zhao, Sen Zhao, Lian Liu, Xi Cheng, Xiaoxin Li.
"The role of hounsfield unit in intraoperative endplate violation and delayed cage subsidence with oblique lateral interbody fusion," Global Spine Journal, p. 21925682211052515, 2021.
Wu Hao, Jason PuiYin Cheung, Teng Zhang, Shan Z, Zhang X, Liu J, Fan S, Zhao F
"The REDD1/TXNIP complex accelerates oxidative stress-induced apoptosis of nucleus pulposus cells through the mitochondrial pathway," Oxidative Medicine and Cellular Longevity, vol. 2021, 2021.
Yin H, Wang K, Das A, Li G, Song Y, Luo R, Jason PuiYin Cheung, Teng Zhang, Li S, Yang C.
"The first magnetically controlled growing rod (MCGR) in the world–lessons learned and how the identified complications helped to develop the implant in the past decade: case report," BMC Musculoskeletal Disorders, vol. 22, no. 1, pp. 1-9, 2021.
Jason Pui Yin Cheung, K. Y. Sze, K. M. C. Cheung, and Teng Zhang.
"Lateral migration resistance of screw is essential in evaluating bone screw stability of plate fixation," Scientific Reports, vol. 11, no. 1, pp. 1-10, 2021.
Xiaoreng Feng, Weichen Qi, Teng Zhang, Christian Fang, Hongfeng Liang, Bin Chen & Frankie Leung.
"Learning-Based Coronal Spine Alignment Prediction Using Smartphone-Acquired Scoliosis Radiograph Images," IEEE Access 9, 38287-38295, February 2021.
Teng Zhang, Yifei Li, Jason Pui Yin Cheung, Socrates Dokos, Kenneth YK Wong.
"Heterozygous Recurrent Mutations Inducing Dysfunction of ROR2 Gene in Patients With Short Stature," Frontiers in Cell and Developmental Biology, vol. 9, p. 661747, 2021.
Gui, Baoheng, Chenxi Yu, Xiaoxin Li, Sen Zhao, Hengqiang Zhao, Zihui Yan, Xi Cheng.
"Development and validation of a modularized external fixator for generating standardized fracture healing micromotions in rats," Bone & Joint Research, vol. 10, no. 11, pp. 714-722, 2021.
W. Qi, X. Feng, Teng Zhang, H. Wu, C. Fang, and F. Leung.
"Benchmarking network-based gene prioritization methods for cerebral small vessel disease," Briefings in bioinformatics, vol. 22, no. 5, p. bbab006, 2021.
Zhang, Huayu, Amy Ferguson, Grant Robertson, Muchen Jiang, Teng Zhang, Cathie Sudlow, Keith Smith, Kristiina Rannikmae, and Honghan Wu.
"Application of deep learning upon spinal radiographs to predict progression in adolescent idiopathic scoliosis at first clinic visit," EClinicalMedicine, vol. 42, p. 101220, 2021.
H. Wang, Teng Zhang, K. M.-C. Cheung, and G. K.-H. Shea.
"A Prospective Study of Grip Strength Trajectories and Incident Cardiovascular Disease," Frontiers in Cardiovascular Medicine, vol. 8, p. 705831, 2021.
Liu, Weida, Runzhen Chen, Chenxi Song, Chuangshi Wang, Ge Chen, Jun Hao, Yang Wang, and Chenxi Yu.
"Poor bone quality, multilevel surgery, and narrow and tall cages are associated with intraoperative endplate injuries and late-onset cage subsidence in lateral lumbar interbody fusion: a systematic review," Clinical Orthopaedics and Related Research®(2021), pp.10-1097
Hao. Wu, Z. Shan, F. Zhao, and Jason PuiYin Cheung.
"Benchmarking network-based gene prioritization methods for cerebral small vessel disease," Briefings in bioinformatics, vol. 22, no. 5, p. bbab006, 2021.
Zhang, Huayu, Amy Ferguson, Grant Robertson, Muchen Jiang, Teng Zhang, Cathie Sudlow, Keith Smith, Kristiina Rannikmae, and Honghan Wu.
"Light Field View Synthesis via Aperture Disparity and Warping Confidence Map," IEEE Transactions on Image Processing, March 2021.
Nan Meng, Kai Li, Jianzhuang Liu, and Edmund Y. Lam.
"Systematic investigation of metallosis associated with magnetically controlled growing rod implantation for early-onset scoliosis: investigating metallosis in magnetically controlled growing rod surgery.", The Bone & Joint Journal 102, no. 10 (2020): 1375-1383.
"The measured mechanical properties of osteoporotic trabecular bone decline with the increment of deformation volume during micro-indentation.", Journal of the Mechanical Behavior of Biomedical Materials, 103546, 103, 2020.
Jin Yongqiang, Teng Zhang, Yuk Fai Lui, Kam Yim Sze, and William Weijia Lu.
"A novel tool to provide predictable alignment data irrespective of source and image quality acquired on mobile phones: what engineers can offer clinicians." European Spine Journal, pp. 1-9, 2020.
Teng Zhang, Chuang Zhu, Qiaoyun Lu, Jun Liu, Ashish Diwan, and Jason Pui Yin Cheung.
"A novel mechanical parameter to quantify the microarchitecture effect on apparent modulus of trabecular bone: A computational analysis of ineffective bone mass.," Bone, 115314, 2020.
Jin Yongqiang, Teng Zhang, Jason Pui Yin Cheung, Tak Man Wong, Xiaoreng Feng, Tianhao Sun, Haiyue Zu, Kam Yim Sze, and William Weijia Lu.
"Large-scale multi-class image-based cell classification with deep learning," IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 5, pp. 2091–2098, September 2019.
Nan Meng, Edmund Y. Lam, Kevin K. Tsia, and Hayden K.-H. So.
"High-dimensional dense residual convolutional neural network for light field reconstruction," IEEE transactions on pattern analysis and machine intelligence, vol. 43, no. 3, pp. 873-886, 2019.
N. Meng, H. K.-H. So, X. Sun, and E. Y. Lam.