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

Using recurrent artificial neural network model to estimate voluntary elbow torque in dynamic situations. - Rong Song; Kai-Yu Tong (Medical Biol. Eng. Comput., 2005)

Coactivations of Elbow and Shoulder Muscles in Hemiplegic Persons with Chronic Stroke during Robot-Assisted Training. - Xiaoling Hu 003; Rong Song; Raymond Kai-Yu Tong; Sin Fai Tsang; O. Y. Leung; Le Li 003 (EMBC, 2006)

The Therapeutic Effects of Myoelectrically Controlled Robotic System for Persons after Stroke-A Pilot Study. - Rong Song; Raymond Kai-Yu Tong; Xiaoling Hu 003; Sin Fai Tsang; Le Li 003 (EMBC, 2006)

A pilot studies in dynamic profile of multi parameters of EEG in a rat model of transient middle cerebral artery occlusion. - Shaomin Zhang; Raymond K. Y. Tong; Hengyi Zhang; Xiaoling Hu 003; Xiaoxiang Zheng (EMBC, 2006)

BCI-FES training system design and implementation for rehabilitation of stroke patients. - Fei Meng; Raymond Kai-Yu Tong; Suk-Tak Chan; Wan-Wa Wong; Ka-him Lui; Kwok-wing Tang; Xiaorong Gao; Shangkai Gao (IJCNN, 2008)

Support vector machine for classification of walking conditions using miniature kinematic sensors. - Hong-Yin Lau; Raymond Kai-Yu Tong; Hailong Zhu (Medical Biol. Eng. Comput., 2008)

Evaluation on the methods to identify muscle fatigue changes after focal cortical ischemia in rats. - Wei Rong; Le Li 003; Zheng Ke; Xiaoling Hu 003; Kai-Yu Tong (i-CREATe, 2009)

Interactive robot-assisted training system using continuous EMG signals for stroke rehabilitation. - Raymond K. Y. Tong; Wallace W. F. Leung; X. L. Hu; R. Song (i-CREATe, 2009)

The effects of voluntary, involuntary, and forced exercises on motor recovery in a stroke rat model. - Zheng Ke; Shea-Ping Yip; Le Li 003; Xiao-Xiang Zheng; Wing-Kin Tam; Kai-Yu Tong (EMBC, 2011)

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. - Wing-Kin Tam; Zheng Ke; Kai-Yu Tong (EMBC, 2011)

KineLabs 3D motion software platform using Kinect. - Raymond Kai-Yu Tong; C. H. Hang; Lawrence K. W. Chong; Nathan K. F. Lam (ICCH, 2012)

Stability of a Predator-Prey Model with Modified Holling-Type II Functional Response. - Jia Liu; Hua Zhou; Kai-Yu Tong (ICIC (2), 2012)

Coordinated upper limb training assisted with an electromyography (EMG)-driven hand robot after stroke. - Xiaoling Hu 003; Raymond K. Y. Tong; X. J. Wei; W. Rong; Evan A. Susanto; Szw-Kit Ho (EMBC, 2013)

BCI Channel Selection in Chronic Stroke Rehabilitation. - Wing-Kin Tam; Xiaoling Hu 003; Raymond Kai-Yu Tong (ICONS, 2013)

Fine finger motor skill training with exoskeleton robotic hand in chronic stroke: Stroke rehabilitation. - Corinna Ockenfeld; Raymond K. Y. Tong; Evan A. Susanto; Sze-Kit Ho; Xiaoling Hu 003 (ICORR, 2013)

How to prepare a person with complete spinal cord injury to use surface electrodes for FES trike cycling. - 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 (ICORR, 2017)

Design of an exoskeleton ankle robot for robot-assisted gait training of stroke patients. - Ling-Fung Yeung; Corinna Ockenfeld; Man-Kit Pang; Hon-Wah Wai; Oi-Yan Soo; Sheung-Wai Li; Kai-Yu Tong (ICORR, 2017)

A Novel Soft Robotic Glove for Daily Life Assistance. - Trivoramai Jiralerspong; Kelvin H. L. Heung; Raymond K. Y. Tong; Zheng Li 012 (BioRob, 2018)

Low Gamma Band Cortico-muscular Coherence Inter-Hemisphere Difference following Chronic Stroke. - Shi-Chun Bao; Wan-Wa Wong; Thomas Wai Hong Leung; Kai-Yu Tong (EMBC, 2018)

Development and Evaluation of a Kinect-based Rapid Movement Therapy Training Platform for Balance Rehabilitation. - Melisa Junata; Kenneth C. C. Cheng; Hok Sum Man; Xin Wang 085; Raymond K. Y. Tong (EMBC, 2018)

Design of Functional Electrical Stimulation Cycling System for Lower-Limb Rehabilitation of Stroke Patients. - Xiaojun Wang; Kenry W. C. Leung; Yuqi Fang; Sai Chen; Raymond K. Y. Tong (EMBC, 2018)

Dynamic Influence of Ongoing Brain Stimulation on Resting State fMRI Connectivity: A Concurrent tDCS-fMRI Study. - Xin Wang 085; Wan-Wa Wong; Yuqi Fang; Winnie Chiu Wing Chu; Ka-sing Wong; Raymond Kai-Yu Tong (EMBC, 2018)

Encoding Accelerometer Signals as Images for Activity Recognition Using Residual Neural Network. - Jianjie Lu; Raymond K. Y. Tong (CoRR, 2018)

Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach. - Jianjie Lu; Kai-Yu Tong (AAAI, 2019)

Excitation Comparison between Multi-site Stimulation using Network-based tDCS and Focal Stimulation using High-definition tDCS. - Cheng Chen 026; Yuqi Fang; Xin Wang 085; Shi-Chun Bao; Zhiqiang Tang; Raymond Kai-Yu Tong (EMBC, 2019)

Effects of Electromyographically-driven Neuromuscular Stimulatio Cycling System on the Lower-Limb of Stroke Survivors. - Cheuk-Yan Au; Prabhav Mehra; Kenry W. C. Leung; Raymond K. Y. Tong (ICORR, 2019)

Design of a 3D Printed Soft Robotic Hand for Stroke Rehabilitation and Daily Activities Assistance. - Kelvin H. L. Heung; Zhi Qiang Tang; Leo Ho; Macro Tung; Zheng Li 012; Raymond K. Y. Tong (ICORR, 2019)

A Novel Iterative Learning Model Predictive Control Method for Soft Bending Actuators. - Zhi Qiang Tang; HoLam Heung; Kai-Yu Tong; Zheng Li 012 (ICRA, 2019)

Selective Feature Aggregation Network with Area-Boundary Constraints for Polyp Segmentation. - Yuqi Fang; Cheng Chen 026; Yixuan Yuan; Raymond Kai-Yu Tong (MICCAI (1), 2019)

Cortical Contribution during Active and Passive Pedaling: A Preliminary Study. - Shi-Chun Bao; Kenry W. C. Leung; Cheng Chen 026; Kai-Yu Tong (NER, 2019)

Visualized Insights into the Optimization Landscape of Fully Convolutional Networks. - Jianjie Lu; Kai-Yu Tong (CoRR, 2019)

Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. - Zhiyuan Lu; Kai-Yu Tong; Xu Zhang 002; Sheng Li 015; Ping Zhou 002 (IEEE Trans. Biomed. Eng., 2019)

Investigating muscle synergies changes after rehabilitation robotics training on stroke survivors: a pilot study*. - Cristian Camardella; King Chun Tse; Antonio Frisoli; Raymond Kai-Yu Tong (EMBC, 2020)

A Probabilistic Model-Based Online Learning Optimal Control Algorithm for Soft Pneumatic Actuators. - Zhi Qiang Tang; HoLam Heung; Kai-Yu Tong; Zheng Li 012 (IEEE Robotics Autom. Lett., 2020)

Abnormal EEG Complexity and Alpha Oscillation of Resting State in Chronic Stroke Patients. - Rui Sun; Wan-Wa Wong; Junling Gao; Goon Fui Wong; Raymond Kai-Yu Tong (EMBC, 2021)

Hierarchically Spatial Encoding Module for Chronic Stroke Lesion Segmentation. - Cheng Chen 026; Kai Yuan; Yuqi Fang; Shi-Chun Bao; Raymond Kai-Yu Tong (NER, 2021)

A Motor Imagery-based Brain-Computer Interface Scheme for a Spinal Muscular Atrophy Subject in CYBATHLON Race. - Shi-Chun Bao; Kai Yuan; Cheng Chen 026; Cathy Choi-Yin Lau; Raymond Kai-Yu Tong (NER, 2021)

TDCS Inter-individual variability in Electric Field Distribution for chronic stroke: A simulation study. - Chun Hang Eden Ti; Kai Yuan; Raymond Kai-Yu Tong (NER, 2021)

Network to Network Functional Connectivity Modulated by Transcranial Alternating Current Stimulation in Chronic Stroke. - Kai Yuan; Cheng Chen 026; Cathy Choi-Yin Lau; Shi-Chun Bao; Xiangqian Shi 001; Raymond Kai-Yu Tong (NER, 2021)

Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer. - Xin Shu; Sameera Sansare; Di Jin; Xiangxiang Zeng; Kai-Yu Tong; Rishikesh Pandey; Renjie Zhou (Adv. Intell. Syst., 2021)

Cortico-muscular interaction to monitor the effects of neuromuscular electrical stimulation pedaling training in chronic stroke. - Shi-Chun Bao; Kenry W. C. Leung; Kai-Yu Tong (Comput. Biol. Medicine, 2021)

Wavelet coherence analysis of muscle coupling during reaching movement in stroke. - Hairong Yu; Weiling Xu; Yu Zhuang; Kai-Yu Tong; Rong Song (Comput. Biol. Medicine, 2021)

Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. - Zhe Xu 012; Jie Luo 003; Donghuan Lu; Jiangpeng Yan; Jayender Jagadeesan; William M. Wells III; Sarah F. Frisken; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (CoRR, 2021)

How Many Muscles? Optimal Muscles Set Search for Optimizing Myocontrol Performance. - Cristian Camardella; Melisa Junata; King Chun Tse; Antonio Frisoli; Raymond Kai-Yu Tong (Frontiers Comput. Neurosci., 2021)

Model-based online learning and adaptive control for a "human-wearable soft robot" integrated system. - Zhi Qiang Tang; HoLam Heung; Kai-Yu Tong; Zheng Li 012 (Int. J. Robotics Res., 2021)

A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images. - Xiyue Wang; Yuqi Fang; Sen Yang 006; Delong Zhu; Minghui Wang; Jing Zhang 051; Kai-Yu Tong; Xiao Han 011 (Medical Image Anal., 2021)

Suffer together, bond together: Brain-to-brain synchronization and mutual affective empathy when sharing painful experiences. - Weiwei Peng; Wutao Lou; Xiaoxuan Huang; Qian Ye; Raymond Kai-Yu Tong; Fang Cui (NeuroImage, 2021)

An End-to-end Posture Perception Method for Soft Bending Actuators Based on Kirigami-inspired Piezoresistive Sensors. - Jing Shu; Junming Wang 002; Yujie Su; Honghai Liu 001; Zheng Li 012; Raymond Kai-Yu Tong (BSN, 2022)

3D Printed Soft Robotic Hand Combining Post-Stroke Rehabilitation and Stiffness Evaluation. - Chang Qiu Zhou; Xiang Qian Shi 001; Zheng Li 012; Kai-Yu Tong (ICIRA (3), 2022)

Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. - Zhe Xu 012; Jie Luo 003; Donghuan Lu; Jiangpeng Yan; Sarah F. Frisken; Jayender Jagadeesan; William M. Wells III; Xiu Li 001; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (6), 2022)

Denoising for Relaxing: Unsupervised Domain Adaptive Fundus Image Segmentation Without Source Data. - Zhe Xu 012; Donghuan Lu; Yixin Wang 003; Jie Luo 003; Dong Wei 004; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (5), 2022)

Ongoing first-hand pain facilitates somatosensory resonance but inhibits affective sharing in empathy for pain. - Xiaoyun Li; Wutao Lou; Wenyun Zhang; Raymond Kai-Yu Tong; Li Hu; Weiwei Peng (NeuroImage, 2022)

Soft Robots' Dynamic Posture Perception Using Kirigami-Inspired Flexible Sensors with Porous Structures and Long Short-Term Memory (LSTM) Neural Networks. - Jing Shu; Junming Wang 002; Sanders Cheuk Yin Lau; Yujie Su; Kelvin Ho Lam Heung; Xiangqian Shi 001; Zheng Li 012; Raymond Kai-Yu Tong (Sensors, 2022)

Probabilistic Model-Based Learning Control of a Soft Pneumatic Glove for Hand Rehabilitation. - Zhi Qiang Tang; HoLam Heung; Xiang Qian Shi 001; Kai-Yu Tong; Zheng Li 012 (IEEE Trans. Biomed. Eng., 2022)

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. - Zhe Xu 012; Yixin Wang 003; Donghuan Lu; Lequan Yu; Jiangpeng Yan; Jie Luo 003; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE J. Biomed. Health Informatics, 2022)

Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. - Zhe Xu 012; Donghuan Lu; Jie Luo 003; Yixin Wang 003; Jiangpeng Yan; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE Trans. Medical Imaging, 2022)

Synergistic Label-Stability Learning for Semi-supervised Left Atrium Segmentation. - Zhe Xu 012; Raymond Kai-Yu Tong (EMBC, 2023)

Combating Sensor Drift with an LSTM Neural Network Enhanced by Autoencoder Preprocessing. - Junming Wang 002; Jing Shu; Zheng Li 012; Raymond Kai-Yu Tong (SENSORS, 2023)

Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. - Zhe Xu 012; Donghuan Lu; Jiangpeng Yan; Jinghan Sun; Jie Luo 003; Dong Wei 004; Sarah F. Frisken; Quanzheng Li; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (4), 2023)

Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. - Zhe Xu 012; Jiangpeng Yan; Donghuan Lu; Yixin Wang 003; Jie Luo 003; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (7), 2023)

Weakly Supervised Medical Image Segmentation via Superpixel-Guided Scribble Walking and Class-Wise Contrastive Regularization. - Meng Zhou; Zhe Xu 012; Kang Zhou; Raymond Kai-Yu Tong (MICCAI (2), 2023)

Phase Transfer Entropy to Assess Nonlinear Functional Corticokinematic Coupling. - Jialin Peng; Fubing Zha; Tianzhe Xie; Kai Yuan; Kai-Yu Tong; Shi-Chun Bao (NER, 2023)

The Effects of Anodal Oscillatory Transcranial Direct Current Stimulation on Top-Down Cortico-Muscular Control: A Pilot Study. - Kai Yuan; Chun Hang Eden Ti; Chengpeng Hu; Raymond Kai-Yu Tong (NER, 2023)

Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization. - Wentao Pan 001; Zhe Xu 012; Jiangpeng Yan; Zihan Wu 001; Raymond Kai-Yu Tong; Xiu Li 001; Jianhua Yao 001 (CoRR, 2023)

CLC-Net: Contextual and local collaborative network for lesion segmentation in diabetic retinopathy images. - Xiyue Wang; Yuqi Fang; Sen Yang 006; Delong Zhu; Minghui Wang; Jing Zhang 051; Jun Zhang 018; Jun Cheng 003; Kai-Yu Tong; Xiao Han 011 (Neurocomputing, 2023)

Fluid-Driven High-Performance Bionic Artificial Muscle with Adjustable Muscle Architecture. - Disheng Xie; Yujie Su; Xiaolu Li; Jingxun Chen; Xiangqian Shi 001; Dezhi Liang; Joanne Yip; Jianbin Liu; Zheng Li 012; Raymond Kai-Yu Tong (Adv. Intell. Syst., 2023)

An End-to-End Dynamic Posture Perception Method for Soft Actuators Based on Distributed Thin Flexible Porous Piezoresistive Sensors. - Jing Shu; Junming Wang 002; Kenneth Chik-Chi Cheng; Ling-Fung Yeung; Zheng Li 012; Raymond Kai-Yu Tong (Sensors, 2023)

Superpixel-guided class-level denoising for unsupervised domain adaptive fundus image segmentation without source data. - Meng Zhou; Zhe Xu 012; Raymond Kai-Yu Tong (Comput. Biol. Medicine, 2023)

Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation. - Zhe Xu 012; Yixin Wang 003; Donghuan Lu; Xiangde Luo; Jiangpeng Yan; Yefeng Zheng 001; Raymond Kai-Yu Tong (Medical Image Anal., 2023)

Gait Phase Detection Based on LSTM-CRF for Stair Ambulation. - Haochen Wei; Raymond Kai-Yu Tong; Michael Yu Wang; Chao Chen 033 (IEEE Robotics Autom. Lett., 2023)

Boundary-Enhanced and Density-Guided Contrastive Learning for Semi/Weakly-Supervised Medical Image Segmentation. - Meng Zhou; Fei Gao 010; Raymond Kai-Yu Tong (BIBM, 2024)

Using backward adjustment with model predictive control for adaptive control of nonlinear soft artificial muscle. - Yujie Su; Disheng Xie; Jing Shu; Junming Wang 002; Rong Song; Kai-Yu Tong (EMBC, 2024)

Soft Hand Extension Glove with Thumb Abduction and Extension Assistance. - Disheng Xie; Yujie Su; Xiangqian Shi 001; Zheng Li 012; Raymond Kai-Yu Tong (ICRA, 2024)

Impact of Pattern Design on the Performance of Kirigami-Inspired Flexible Piezoresistive Strain Sensors. - Jing Shu; Junming Wang 002; Zheng Li 012; Raymond Kai-Yu Tong (i-CREATe, 2024)

A Soft Pneumatic Hip-Assistive Robot for Reducing Scissor Gait on a Five-Year Old Child with Cerebral Palsy. - Shuk Fan Tong; Dezhi Liang; Yujie Su; Minghao Liu; Raymond Kai-Yu Tong (i-CREATe, 2024)

A Real-Time Wearable Biofeedback Device for Optimizing Shoulder Posture and Function During Handwriting in Pediatric Unilateral Shoulder Impairment. - King-Pong Yu; Kim-Ming Tsoi; Ka-Leung Chan; Kai-Yu Tong (i-CREATe, 2024)

Few Slices Suffice: Multi-faceted Consistency Learning with Active Cross-Annotation for Barely-Supervised 3D Medical Image Segmentation. - Xinyao Wu; Zhe Xu 012; Raymond Kai-Yu Tong (MICCAI (11), 2024)

FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation. - Zhe Xu 012; Cheng Chen 013; Donghuan Lu; Jinghan Sun; Dong Wei 004; Yefeng Zheng 001; Quanzheng Li; Raymond Kai-Yu Tong (MICCAI (8), 2024)

Continual learning in medical image analysis: A survey. - Xinyao Wu; Zhe Xu 012; Raymond Kai-Yu Tong (Comput. Biol. Medicine, 2024)

Autonomous Droplet Microfluidic Design Framework with Large Language Models. - Dinh-Nguyen Nguyen; Raymond Kai-Yu Tong; Ngoc-Duy Dinh (CoRR, 2024)

Separated collaborative learning for semi-supervised prostate segmentation with multi-site heterogeneous unlabeled MRI data. - Zhe Xu 012; Donghuan Lu; Jie Luo 003; Yefeng Zheng 001; Raymond Kai-Yu Tong (Medical Image Anal., 2024)

A Compact Elbow Exosuit Driven by Pneumatic Artificial Muscles. - Disheng Xie; Yujie Su; Xiangqian Shi 001; Shuk Fan Tong; Zheng Li 012; Raymond Kai-Yu Tong (IEEE Robotics Autom. Lett., 2024)

A Cable-Driven Upper Limb Rehabilitation Robot With Muscle-Synergy-Based Myoelectric Controller. - Chenglin Xie; Yueling Lyu; Guoxin Li; Raymond Kai-Yu Tong; Haisheng Xia; Rong Song; Zhijun Li 001 (IEEE Trans. Robotics, 2024)

Drift-Aware Feature Learning Based on Autoencoder Preprocessing for Soft Sensors. - Junming Wang 002; Jing Shu; Md Masruck Alam; Zhaoli Gao; Zheng Li 012; Raymond Kai-Yu Tong (Adv. Intell. Syst., 2024)

Pedaling Asymmetry Reflected by Bilateral EMG Complexity in Chronic Stroke. - Shi-Chun Bao; Rui Sun; Raymond Kai-Yu Tong (Entropy, 2024)

Multi-Faceted Consistency learning with active cross-labeling for barely-supervised 3D medical image segmentation. - Xinyao Wu; Zhe Xu 012; Raymond Kai-Yu Tong (Medical Image Anal., 2025)

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents. - Dinh-Nguyen Nguyen; Raymond Kai-Yu Tong; Ngoc-Duy Dinh (CoRR, 2025)

Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification. - Conghao Xiong; Zhengrui Guo; Zhe Xu 012; Yifei Zhang; Raymond Kai-Yu Tong; Si Yong Yeo; Hao Chen 011; Joseph J. Y. Sung; Irwin King (CoRR, 2025)