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Raymond Kai-Yu Tong

Raymond K. Y. Tong – Kai-Yu Tong

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affiliation: Chinese University of Hong Kong, Department of Biomedical Engineering, Hong Kong

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2024
[j25]
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Junming Wang, Jing Shu, Md Masruck Alam, Zhaoli Gao, Zheng Li, Raymond Kai-Yu Tong:
Drift-Aware Feature Learning Based on Autoencoder Preprocessing for Soft Sensors. Adv. Intell. Syst. 6(3) (2024)
[j24]
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Disheng Xie, Yujie Su, Xiangqian Shi, Shuk Fan Tong, Zheng Li, Raymond Kai-Yu Tong:
A Compact Elbow Exosuit Driven by Pneumatic Artificial Muscles. IEEE Robotics Autom. Lett. 9(4): 3331-3338 (2024)
2023
[j23]
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Disheng Xie, Yujie Su, Xiaolu Li, Jingxun Chen, Xiangqian Shi, Dezhi Liang, Joanne Yip, Jianbin Liu, Zheng Li, Raymond Kai-Yu Tong:
Fluid-Driven High-Performance Bionic Artificial Muscle with Adjustable Muscle Architecture. Adv. Intell. Syst. 5(6) (2023)
[j22]
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Meng Zhou, Zhe Xu, Raymond Kai-Yu Tong:
Superpixel-guided class-level denoising for unsupervised domain adaptive fundus image segmentation without source data. Comput. Biol. Medicine 162: 107061 (2023)
[j21]
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Xiyue Wang, Yuqi Fang, Sen Yang, Delong Zhu, Minghui Wang, Jing Zhang, Jun Zhang, Jun Cheng, Kai-Yu Tong, Xiao Han:
CLC-Net: Contextual and local collaborative network for lesion segmentation in diabetic retinopathy images. Neurocomputing 527: 100-109 (2023)
[j20]
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Zhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng, Raymond Kai-Yu Tong:
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation. Medical Image Anal. 88: 102880 (2023)
[j19]
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Haochen Wei, Raymond Kai-Yu Tong, Michael Yu Wang, Chao Chen:
Gait Phase Detection Based on LSTM-CRF for Stair Ambulation. IEEE Robotics Autom. Lett. 8(9): 6029-6035 (2023)
[j18]
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  - journals/sensors/ShuWCYLT23
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Jing Shu, Junming Wang, Kenneth Chik-Chi Cheng, Ling-Fung Yeung, Zheng Li, Raymond Kai-Yu Tong:
An End-to-End Dynamic Posture Perception Method for Soft Actuators Based on Distributed Thin Flexible Porous Piezoresistive Sensors. Sensors 23(13): 6189 (2023)
2022
[j17]
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  - journals/neuroimage/LiLZTHP22
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Xiaoyun Li, Wutao Lou, Wenyun Zhang, Raymond Kai-Yu Tong, Li Hu, Weiwei Peng:
Ongoing first-hand pain facilitates somatosensory resonance but inhibits affective sharing in empathy for pain. NeuroImage 263: 119599 (2022)
[j16]
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  - journals/sensors/ShuWLSHSLT22
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Jing Shu, Junming Wang, Sanders Cheuk Yin Lau, Yujie Su, Kelvin Ho Lam Heung, Xiangqian Shi, Zheng Li, Raymond Kai-Yu Tong:
Soft Robots' Dynamic Posture Perception Using Kirigami-Inspired Flexible Sensors with Porous Structures and Long Short-Term Memory (LSTM) Neural Networks. Sensors 22(20): 7705 (2022)
[j15]
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Zhi Qiang Tang, HoLam Heung, Xiang Qian Shi, Kai-Yu Tong, Zheng Li:
Probabilistic Model-Based Learning Control of a Soft Pneumatic Glove for Hand Rehabilitation. IEEE Trans. Biomed. Eng. 69(2): 1016-1028 (2022)
[j14]
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Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26(7): 3174-3184 (2022)
[j13]
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Zhe Xu, Donghuan Lu, Jie Luo, Yixin Wang, Jiangpeng Yan, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. IEEE Trans. Medical Imaging 41(11): 3062-3073 (2022)
2021
[j12]
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Xin Shu, Sameera Sansare, Di Jin, Xiangxiang Zeng, Kai-Yu Tong, Rishikesh Pandey, Renjie Zhou:
Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer. Adv. Intell. Syst. 3(8): 2000277 (2021)
[j11]
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Xin Shu, Sameera Sansare, Di Jin, Xiangxiang Zeng, Kai-Yu Tong, Rishikesh Pandey, Renjie Zhou:
Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer. Adv. Intell. Syst. 3(8): 2170060 (2021)
[j10]
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Hairong Yu, Weiling Xu, Yu Zhuang, Kai-Yu Tong, Rong Song:
Wavelet coherence analysis of muscle coupling during reaching movement in stroke. Comput. Biol. Medicine 131: 104263 (2021)
[j9]
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Shi-Chun Bao, Kenry W. C. Leung, Kai-Yu Tong:
Cortico-muscular interaction to monitor the effects of neuromuscular electrical stimulation pedaling training in chronic stroke. Comput. Biol. Medicine 137: 104801 (2021)
[j8]
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  - journals/ficn/CamardellaJTFT21
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Cristian Camardella, Melisa Junata, King Chun Tse, Antonio Frisoli, Raymond Kai-Yu Tong:
How Many Muscles? Optimal Muscles Set Search for Optimizing Myocontrol Performance. Frontiers Comput. Neurosci. 15: 668579 (2021)
[j7]
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Zhi Qiang Tang, HoLam Heung, Kai-Yu Tong, Zheng Li:
Model-based online learning and adaptive control for a "human-wearable soft robot" integrated system. Int. J. Robotics Res. 40(1) (2021)
[j6]
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Xiyue Wang, Yuqi Fang, Sen Yang, Delong Zhu, Minghui Wang, Jing Zhang, Kai-Yu Tong, Xiao Han:
A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images. Medical Image Anal. 68: 101914 (2021)
[j5]
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  - journals/neuroimage/PengLHYTC21
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Weiwei Peng, Wutao Lou, Xiaoxuan Huang, Qian Ye, Raymond Kai-Yu Tong, Fang Cui:
Suffer together, bond together: Brain-to-brain synchronization and mutual affective empathy when sharing painful experiences. NeuroImage 238: 118249 (2021)
2020
[j4]
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Zhi Qiang Tang, HoLam Heung, Kai-Yu Tong, Zheng Li:
A Probabilistic Model-Based Online Learning Optimal Control Algorithm for Soft Pneumatic Actuators. IEEE Robotics Autom. Lett. 5(2): 1437-1444 (2020)
2019
[j3]
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Zhiyuan Lu, Kai-Yu Tong, Xu Zhang, Sheng Li, Ping Zhou:
Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. IEEE Trans. Biomed. Eng. 66(2): 365-372 (2019)
2008
[j2]
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  - journals/mbec/LauTZ08
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Hong-Yin Lau, Raymond Kai-Yu Tong, Hailong Zhu:
Support vector machine for classification of walking conditions using miniature kinematic sensors. Medical Biol. Eng. Comput. 46(6): 563-573 (2008)
2005
[j1]
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Rong Song, Kai-Yu Tong:
Using recurrent artificial neural network model to estimate voluntary elbow torque in dynamic situations. Medical Biol. Eng. Comput. 43(4): 473-480 (2005)

Conference and Workshop Papers

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2023
[c44]
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Zhe Xu, Raymond Kai-Yu Tong:
Synergistic Label-Stability Learning for Semi-supervised Left Atrium Segmentation. EMBC 2023: 1-4
[c43]
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Junming Wang, Jing Shu, Zheng Li, Raymond Kai-Yu Tong:
Combating Sensor Drift with an LSTM Neural Network Enhanced by Autoencoder Preprocessing. SENSORS 2023: 1-4
[c42]
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  - conf/miccai/XuLYSLWFLZT23
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Zhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo, Dong Wei, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng, Raymond Kai-Yu Tong:
Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. MICCAI (4) 2023: 3-13
[c41]
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Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong:
Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. MICCAI (7) 2023: 99-109
[c40]
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Meng Zhou, Zhe Xu, Kang Zhou, Raymond Kai-Yu Tong:
Weakly Supervised Medical Image Segmentation via Superpixel-Guided Scribble Walking and Class-Wise Contrastive Regularization. MICCAI (2) 2023: 137-147
[c39]
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Jialin Peng, Fubing Zha, Tianzhe Xie, Kai Yuan, Kai-Yu Tong, Shi-Chun Bao:
Phase Transfer Entropy to Assess Nonlinear Functional Corticokinematic Coupling. NER 2023: 1-4
[c38]
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Kai Yuan, Chun Hang Eden Ti, Chengpeng Hu, Raymond Kai-Yu Tong:
The Effects of Anodal Oscillatory Transcranial Direct Current Stimulation on Top-Down Cortico-Muscular Control: A Pilot Study. NER 2023: 1-4
2022
[c37]
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Jing Shu, Junming Wang, Yujie Su, Honghai Liu, Zheng Li, Raymond Kai-Yu Tong:
An End-to-end Posture Perception Method for Soft Bending Actuators Based on Kirigami-inspired Piezoresistive Sensors. BSN 2022: 1-5
[c36]
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Chang Qiu Zhou, Xiang Qian Shi, Zheng Li, Kai-Yu Tong:
3D Printed Soft Robotic Hand Combining Post-Stroke Rehabilitation and Stiffness Evaluation. ICIRA (3) 2022: 13-23
[c35]
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Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Sarah F. Frisken, Jayender Jagadeesan, William M. Wells III, Xiu Li, Yefeng Zheng, Raymond Kai-Yu Tong:
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. MICCAI (6) 2022: 14-24
[c34]
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Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Dong Wei, Yefeng Zheng, Raymond Kai-Yu Tong:
Denoising for Relaxing: Unsupervised Domain Adaptive Fundus Image Segmentation Without Source Data. MICCAI (5) 2022: 214-224
2021
[c33]
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Rui Sun, Wan-Wa Wong, Junling Gao, Goon Fui Wong, Raymond Kai-Yu Tong:
Abnormal EEG Complexity and Alpha Oscillation of Resting State in Chronic Stroke Patients. EMBC 2021: 6053-6057
[c32]
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Shi-Chun Bao, Kai Yuan, Cheng Chen, Cathy Choi-Yin Lau, Raymond Kai-Yu Tong:
A Motor Imagery-based Brain-Computer Interface Scheme for a Spinal Muscular Atrophy Subject in CYBATHLON Race. NER 2021: 532-535
[c31]
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Cheng Chen, Kai Yuan, Yuqi Fang, Shi-Chun Bao, Raymond Kai-Yu Tong:
Hierarchically Spatial Encoding Module for Chronic Stroke Lesion Segmentation. NER 2021: 1000-1003
[c30]
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Chun Hang Eden Ti, Kai Yuan, Raymond Kai-Yu Tong:
TDCS Inter-individual variability in Electric Field Distribution for chronic stroke: A simulation study. NER 2021: 1048-1051
[c29]
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Kai Yuan, Cheng Chen, Cathy Choi-Yin Lau, Shi-Chun Bao, Xiangqian Shi, Raymond Kai-Yu Tong:
Network to Network Functional Connectivity Modulated by Transcranial Alternating Current Stimulation in Chronic Stroke. NER 2021: 1057-1060
2020
[c28]
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  - conf/embc/CamardellaTFT20
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Cristian Camardella, King Chun Tse, Antonio Frisoli, Raymond Kai-Yu Tong:
Investigating muscle synergies changes after rehabilitation robotics training on stroke survivors: a pilot study^*. EMBC 2020: 3731-3734
2019
[c27]
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  - conf/aaai/LuT19
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Jianjie Lu, Kai-Yu Tong:
Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach. AAAI 2019: 9985-9986
[c26]
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Cheng Chen, Yuqi Fang, Xin Wang, Shi-Chun Bao, Zhiqiang Tang, Raymond Kai-Yu Tong:
Excitation Comparison between Multi-site Stimulation using Network-based tDCS and Focal Stimulation using High-definition tDCS. EMBC 2019: 6884-6887
[c25]
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Kelvin H. L. Heung, Zhi Qiang Tang, Leo Ho, Macro Tung, Zheng Li, Raymond K. Y. Tong:
Design of a 3D Printed Soft Robotic Hand for Stroke Rehabilitation and Daily Activities Assistance. ICORR 2019: 65-70
[c24]
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  - conf/icorr/AuMLT19
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Cheuk-Yan Au, Prabhav Mehra, Kenry W. C. Leung, Raymond K. Y. Tong:
Effects of Electromyographically-driven Neuromuscular Stimulatio Cycling System on the Lower-Limb of Stroke Survivors. ICORR 2019: 300-304
[c23]
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Zhi Qiang Tang, HoLam Heung, Kai-Yu Tong, Zheng Li:
A Novel Iterative Learning Model Predictive Control Method for Soft Bending Actuators. ICRA 2019: 4004-4010
[c22]
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Yuqi Fang, Cheng Chen, Yixuan Yuan, Raymond Kai-Yu Tong:
Selective Feature Aggregation Network with Area-Boundary Constraints for Polyp Segmentation. MICCAI (1) 2019: 302-310
[c21]
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Shi-Chun Bao, Kenry W. C. Leung, Cheng Chen, Kai-Yu Tong:
Cortical Contribution during Active and Passive Pedaling: A Preliminary Study. NER 2019: 1034-1037
2018
[c20]
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  - conf/biorob/JiralerspongHTL18
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Trivoramai Jiralerspong, Kelvin H. L. Heung, Raymond K. Y. Tong, Zheng Li:
A Novel Soft Robotic Glove for Daily Life Assistance. BioRob 2018: 671-676
[c19]
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Shi-Chun Bao, Wan-Wa Wong, Thomas Wai Hong Leung, Kai-Yu Tong:
Low Gamma Band Cortico-muscular Coherence Inter-Hemisphere Difference following Chronic Stroke. EMBC 2018: 247-250
[c18]
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Xin Wang, Wan-Wa Wong, Yuqi Fang, Winnie Chiu Wing Chu, Ka-sing Wong, Raymond Kai-Yu Tong:
Dynamic Influence of Ongoing Brain Stimulation on Resting State fMRI Connectivity: A Concurrent tDCS-fMRI Study. EMBC 2018: 1037-1040
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Xiaojun Wang, Kenry W. C. Leung, Yuqi Fang, Sai Chen, Raymond K. Y. Tong:
Design of Functional Electrical Stimulation Cycling System for Lower-Limb Rehabilitation of Stroke Patients. EMBC 2018: 2337-2340
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Melisa Junata, Kenneth C. C. Cheng, Hok Sum Man, Xin Wang, Raymond K. Y. Tong:
Development and Evaluation of a Kinect-based Rapid Movement Therapy Training Platform for Balance Rehabilitation. EMBC 2018: 2345-2348
2017
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Ling-Fung Yeung, Corinna Ockenfeld, Man-Kit Pang, Hon-Wah Wai, Oi-Yan Soo, Sheung-Wai Li, Kai-Yu Tong:
Design of an exoskeleton ankle robot for robot-assisted gait training of stroke patients. ICORR 2017: 211-215
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Raymond K. Y. Tong, Xiaojun Wang, Kenry W. C. Leung, Ginny T. Y. Lee, Cathy C. Y. Lau, H. W. Wai, Peter M. K. Pang, H. C. Leung:
How to prepare a person with complete spinal cord injury to use surface electrodes for FES trike cycling. ICORR 2017: 801-805
2013
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Xiaoling Hu, Raymond K. Y. Tong, X. J. Wei, W. Rong, Evan A. Susanto, Szw-Kit Ho:
Coordinated upper limb training assisted with an electromyography (EMG)-driven hand robot after stroke. EMBC 2013: 5903-5906
[c12]
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Wing-Kin Tam, Xiaoling Hu, Raymond Kai-Yu Tong:
BCI Channel Selection in Chronic Stroke Rehabilitation. ICONS 2013: 339-344
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Corinna Ockenfeld, Raymond K. Y. Tong, Evan A. Susanto, Sze-Kit Ho, Xiaoling Hu:
Fine finger motor skill training with exoskeleton robotic hand in chronic stroke: Stroke rehabilitation. ICORR 2013: 1-4
2012
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Raymond Kai-Yu Tong, C. H. Hang, Lawrence K. W. Chong, Nathan K. F. Lam:
KineLabs 3D motion software platform using Kinect. ICCH 2012: 164-165
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Jia Liu, Hua Zhou, Kai-Yu Tong:
Stability of a Predator-Prey Model with Modified Holling-Type II Functional Response. ICIC (2) 2012: 145-150
2011
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Wing-Kin Tam, Zheng Ke, Kai-Yu Tong:
Performance of common spatial pattern under a smaller set of EEG electrodes in brain-computer interface on chronic stroke patients: A multi-session dataset study. EMBC 2011: 6344-6347
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Zheng Ke, Shea-Ping Yip, Le Li, Xiao-Xiang Zheng, Wing-Kin Tam, Kai-Yu Tong:
The effects of voluntary, involuntary, and forced exercises on motor recovery in a stroke rat model. EMBC 2011: 8223-8226
2009
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Raymond K. Y. Tong, Wallace W. F. Leung, X. L. Hu, R. Song:
Interactive robot-assisted training system using continuous EMG signals for stroke rehabilitation. i-CREATe 2009: 20:1-20:3
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Wei Rong, Le Li, Zheng Ke, Xiaoling Hu, Kai-Yu Tong:
Evaluation on the methods to identify muscle fatigue changes after focal cortical ischemia in rats. i-CREATe 2009: 26:1-26:3
2008
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Fei Meng, Raymond Kai-Yu Tong, Suk-Tak Chan, Wan-Wa Wong, Ka-him Lui, Kwok-wing Tang, Xiaorong Gao, Shangkai Gao:
BCI-FES training system design and implementation for rehabilitation of stroke patients. IJCNN 2008: 4103-4106
2006
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Shaomin Zhang, Raymond K. Y. Tong, Hengyi Zhang, Xiaoling Hu, Xiaoxiang Zheng:
A pilot studies in dynamic profile of multi parameters of EEG in a rat model of transient middle cerebral artery occlusion. EMBC 2006: 1181-1184
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Xiaoling Hu, Rong Song, Raymond Kai-Yu Tong, Sin Fai Tsang, O. Y. Leung, Le Li:
Coactivations of Elbow and Shoulder Muscles in Hemiplegic Persons with Chronic Stroke during Robot-Assisted Training. EMBC 2006: 4933-4935
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Rong Song, Raymond Kai-Yu Tong, Xiaoling Hu, Sin Fai Tsang, Le Li:
The Therapeutic Effects of Myoelectrically Controlled Robotic System for Persons after Stroke-A Pilot Study. EMBC 2006: 4945-4948

Parts in Books or Collections

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2000
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Kai-Yu Tong, Malcolm H. Granat:
Artificial Neural Network Control on Functional Electrical Stimulation Assisted Gait for Persons with Spinal Cord Injury. Artificial Neural Networks in Biomedicine 2000: 181-193

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2023
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Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao:
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization. CoRR abs/2312.08631 (2023)
2021
[i4]
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Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William M. Wells III, Sarah F. Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. CoRR abs/2107.02433 (2021)
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Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation. CoRR abs/2109.13930 (2021)
2019
[i2]
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Jianjie Lu, Kai-Yu Tong:
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks. CoRR abs/1901.08556 (2019)
2018
[i1]
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Jianjie Lu, Raymond K. Y. Tong:
Encoding Accelerometer Signals as Images for Activity Recognition Using Residual Neural Network. CoRR abs/1803.09052 (2018)

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