Hung T. Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 58

Top Venues

EMBC

IEEE J. Biomed. Health Informatics

Sensors

CDC

Publications

Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai
Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain. Sensors 24 (4) (2024)
Trung C. Phan, Adrian Pranata, Joshua B. Farragher, Adam L. Bryant, Hung T. Nguyen, Rifai Chai
Machine Learning Derived Lifting Technique in People without Low Back Pain. EMBC (2023)
Khanh Ha Nguyen, Matthew Ebbatson, Yvonne Tran, Ashley Craig, Hung T. Nguyen, Rifai Chai
Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification. Sensors 23 (5) (2023)
Trung C. Phan, Adrian Pranata, Joshua Farragher, Adam Bryant, Hung T. Nguyen, Rifai Chai
Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain. Sensors 22 (17) (2022)
Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Hung T. Nguyen, Rifai Chai
Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators. Sensors 22 (16) (2022)
Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net. Sensors 22 (18) (2022)
Myong Chol Jung, Rifai Chai, Jinchuan Zheng, Hung T. Nguyen
Enhanced myoelectric control against arm position change with weighted recursive Gaussian process. Neural Comput. Appl. 34 (7) (2022)
Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen
The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Cuong Q. Ngo, Rifai Chai, Timothy W. Jones, Hung T. Nguyen
Electroencephalogram Reactivity to Hyperglycemia in Patients with Type 1 Diabetes. EMBC (2020)
Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
Statistical Analysis of Brain Connectivity Estimators during Distracted Driving. EMBC (2020)
Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Kairui Guo, Hairong Yu, Rifai Chai, Hung T. Nguyen, Steven W. Su
A Hybrid Physiological Approach of Emotional Reaction Detection Using Combined FCM and SVM Classifier. EMBC (2019)
Rifai Chai, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
Combining ICA Clustering and Power Spectral Density for Feature Extraction of Mental Fatigue of Spinal Cord Injury Patients. EMBC (2019)
Kairui Guo, Rifai Chai, Henry Candra, Ying Guo, Rong Song, Hung T. Nguyen, Steven W. Su
A Hybrid Fuzzy Cognitive Map/Support Vector Machine Approach for EEG-Based Emotion Classification Using Compressed Sensing. Int. J. Fuzzy Syst. 21 (1) (2019)
Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
Nocturnal Hypoglycemia Detection using EEG Spectral Moments under Natural Occurrence Conditions. EMBC (2019)
Cuong Q. Ngo, Rifai Chai, Tuan V. Nguyen, Timothy W. Jones, Hung T. Nguyen
Nocturnal Hypoglycemia Detection using Optimal Bayesian Algorithm in an EEG Spectral Moments Based System. EMBC (2019)
Cuong Q. Ngo, Bao C. Q. Truong, Timothy W. Jones, Hung T. Nguyen
Occipital EEG Activity for the Detection of Nocturnal Hypoglycemia. EMBC (2018)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
Sparsely distributed sliding mode control for interconnected systems. J. Frankl. Inst. 355 (14) (2018)
Hairong Yu, Lin Ye, Ganesh R. Naik, Rong Song, Hung T. Nguyen, Steven W. Su
Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises. Medical Biol. Eng. Comput. 56 (12) (2018)
Daniel N. Roxby, S. R. Simon Ting, Hung T. Nguyen
Polypyrrole RVC biofuel cells for powering medical implants. EMBC (2017)
Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC (2017)
Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Thao P. Ho-Le, Jacqueline R. Center, John A. Eisman, Tuan V. Nguyen, Hung T. Nguyen
Prediction of hip fracture in post-menopausal women using artificial neural network approach. EMBC (2017)
Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T. Nguyen
Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. EMBC (2017)
Kairui Guo, Henry Candra, Hairong Yu, Huiqi Li, Hung T. Nguyen, Steven W. Su
EEG-based emotion classification using innovative features and combined SVM and HMM classifier. EMBC (2017)
Lin Ye, Ahmadreza Argha, Branko G. Celler, Yi Zhang, Hung T. Nguyen, Steven W. Su
Nonparametric modelling of VO2 response to exercise. EMBC (2017)
Ahmadreza Argha, Li Li, Quang Ha, Steven W. Su, Hung T. Nguyen
Strong stability based robust sliding mode control. ASCC (2017)
Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen
Hypoglycemia detection: multiple regression-based combinational neural logic approach. Soft Comput. 21 (2) (2017)
Hairong Yu, Kairui Guo, Jie Luo, Kai Cao, Hung T. Nguyen, Steven W. Su
The classification for "equilibrium triad" sensory loss based on sEMG signals of calf muscles. EMBC (2017)
Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal Mutual Information method. EMBC (2017)
Van Kha Ly Ha, Rifai Chai, Hung T. Nguyen
Real-time WebRTC-based design for a telepresence wheelchair. EMBC (2017)
Rifai Chai, Ganesh R. Naik, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. EMBC (2017)
Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC (2017)
Wen-Hui Chen, Guanzheng Liu, Steven W. Su, Qing Jiang, Hung T. Nguyen
A CHF detection method based on deep learning with RR intervals. EMBC (2017)
Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen
Selecting optimal EEG channels for mental tasks classification: An approach using ICA. CEC (2016)
Chao Wang, Alexey S. Matveev, Andrey V. Savkin, Ray Clout, Hung T. Nguyen
A semi-autonomous motorized mobile hospital bed for safe transportation of head injury patients in dynamic hospital environments without bed switching. Robotica 34 (8) (2016)
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients. EMBC (2016)
Sai-Ho Ling, Kit Yan Chan, Frank Hung-Fat Leung, Frank Jiang, Hung T. Nguyen
Quality and robustness improvement for real world industrial systems using a fuzzy particle swarm optimization. Eng. Appl. Artif. Intell. 47 (2016)
Daniel N. Roxby, Nham Tran, Pak-Lam Yu, Hung T. Nguyen
Effect of growth solution, membrane size and array connection on microbial fuel cell power supply for medical devices. EMBC (2016)
Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient. EMBC (2016)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
On LMI-based sliding mode control for uncertain discrete-time systems. J. Frankl. Inst. 353 (15) (2016)
Tao Zhang, Steven W. Su, Hung T. Nguyen
The hybrid bio-inspired aerial vehicle: Concept and SIMSCAPE flight simulation. EMBC (2016)
Ahmadreza Argha, Lin Ye, Steven W. Su, Hung T. Nguyen, Branko G. Celler
Real-time modelling of heart rate response during exercise using a novel constrained parameter estimation method. EMBC (2016)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
ℋ2-based optimal sparse sliding mode control for networked control systems. CDC (2016)
Ganesh R. Naik, Gita Pendharkar, Hung T. Nguyen
Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors. EMBC (2016)
Lin Ye, Steven W. Su, Dong Lei, Hung T. Nguyen
An online recursive autocalibration of triaxial accelerometer. EMBC (2016)
Ahmadreza Argha, Lin Ye, Steven W. Su, Hung T. Nguyen, Branko G. Celler
Heart rate regulation during cycle-ergometer exercise using damped parameter estimation method. EMBC (2016)
Shameek Ghosh, Hung T. Nguyen, Jinyan Li
Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. EMBC (2016)
Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
A telepresence wheelchair using cellular network infrastructure in outdoor environments. EMBC (2016)
Ganesh R. Naik, Suviseshamuthu Easter Selvan, Massimiliano Gobbo, Amit Acharyya, Hung T. Nguyen
Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review. IEEE Access 4 (2016)
Quynh Tran Ly, A. M. Ardi Handojoseno, Moran Gilat, Tuan Nghia Nguyen, Rifai Chai, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals. EMBC (2016)
Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. EMBC (2016)
Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen
Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetes. EMBC (2016)
Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
Real-time video streaming with multi-camera for a telepresence wheelchair. ICARCV (2016)
Hamzah Alqudah, Kai Cao, Tao Zhang, Azzam Haddad, Steven W. Su, Branko G. Celler, Hung T. Nguyen
Cardiovascular fitness strengthening using portable device. EMBC (2016)
Andrey V. Savkin, Chao Wang, Ahmad Baranzadeh, Zhiyu Xi, Hung T. Nguyen
Distributed formation building algorithms for groups of wheeled mobile robots. Robotics Auton. Syst. 75 (2016)
Phyo Phyo San, Sai-Ho Ling, Rifai Chai, Yvonne Tran, Ashley Craig, Hung T. Nguyen
EEG-based driver fatigue detection using hybrid deep generic model. EMBC (2016)
Van Kha Ly Ha, Tuan Nghia Nguyen, Hung T. Nguyen
Real-time transmission of panoramic images for a telepresence wheelchair. EMBC (2015)
Tuan Nghia Nguyen, Hung T. Nguyen
Neural network decoupling technique and its application to a powered wheelchair system. EMBC (2015)
Huy Hoang Nguyen, Tuan Nghia Nguyen, Raymont Clout, Hung T. Nguyen
A novel target following solution for the electric powered hospital bed. EMBC (2015)
Rifai Chai, Mitchell R. Smith, Tuan Nghia Nguyen, Sai-Ho Ling, Aaron J. Coutts, Hung T. Nguyen
Comparing features extractors in EEG-based cognitive fatigue detection of demanding computer tasks. EMBC (2015)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
Controllability Analysis of Two-Dimensional Systems Using 1D Approaches. IEEE Trans. Autom. Control. 60 (11) (2015)
Ganesh R. Naik, Hung T. Nguyen
Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Bao C. Q. Truong, Hoang Duong Tuan, Anthony J. Fitzgerald, Vincent P. Wallace, Tuan Nghia Nguyen, Hung T. Nguyen
Breast Cancer classification using extracted parameters from a terahertz dielectric model of human breast tissue. EMBC (2015)
Bao C. Q. Truong, Hoang Duong Tuan, Anthony J. Fitzgerald, Vincent P. Wallace, Hung T. Nguyen
A Dielectric Model of Human Breast Tissue in Terahertz Regime. IEEE Trans. Biomed. Eng. 62 (2) (2015)
Ganesh R. Naik, Kerry G. Baker, Hung T. Nguyen
Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Rifai Chai, Ganesh R. Naik, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. EMBC (2015)
Yina Guo, Ganesh R. Naik, Shuhua Huang, Ajith Abraham, Hung T. Nguyen
Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification. Appl. Soft Comput. 36 (2015)
Ahmadreza Argha, Steven W. Su, Hung T. Nguyen, Branko G. Celler
Designing adaptive integral sliding mode control for heart rate regulation during cycle-ergometer exercise using bio-feedback. EMBC (2015)
A. M. Ardi Handojoseno, Moran Gilat, Quynh Tran Ly, Hayat Chamtie, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex. EMBC (2015)
Steven W. Su, Andrey V. Savkin, Ying Guo, Branko G. Celler, Hung T. Nguyen
Decentralized Integral Controllability Analysis Based on a New Unconditional Stability Criterion. IEEE Trans. Autom. Control. 60 (1) (2015)
Jing Zhou, Aihuang Guo, Hung T. Nguyen, Steven W. Su
Intelligent Management of Multiple Access Schemes in Wireless Body Area Network. J. Networks 10 (2) (2015)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
Robust output-feedback discrete-time sliding mode control utilizing disturbance observer. CDC (2015)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
Discrete-time sliding mode control for networked systems with random communication delays. ACC (2015)
Ahmadreza Argha, Steven W. Su, Hung T. Nguyen, Branko G. Celler
Heart rate regulation during cycle-ergometer exercise via bio-feedback. EMBC (2015)
Daniel N. Roxby, Nham Tran, Pak-Lam Yu, Hung T. Nguyen
Experimenting with microbial fuel cells for powering implanted biomedical devices. EMBC (2015)
Henry Candra, Mitchell Yuwono, Ardi Handojoseno, Rifai Chai, Steven W. Su, Hung T. Nguyen
Recognizing emotions from EEG subbands using wavelet analysis. EMBC (2015)
Henry Candra, Mitchell Yuwono, Rifai Chai, Ardi Handojoseno, Irraivan Elamvazuthi, Hung T. Nguyen, Steven W. Su
Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine. EMBC (2015)
Gita Pendharkar, Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals. EMBC (2015)
Ahmadreza Argha, Li Li, Steven W. Su, Hung T. Nguyen
A new LMI-based robust Sliding Mode Control for the uncertain discrete-time systems. CDC (2014)
Steven W. Su, Branko G. Celler, Hung T. Nguyen
A new unconditionally stable condition based on singular perturbation analysis. Int. J. Control 87 (3) (2014)
Ahmadreza Argha, Steven W. Su, Sangwon Lee, Hung T. Nguyen, Branko G. Celler
On heart rate regulation in cycle-ergometer exercise. EMBC (2014)
LinhLan Nguyen, Steven W. Su, Hung T. Nguyen
Neural network approach for non-invasive detection of hyperglycemia using electrocardiographic signals. EMBC (2014)
Gita Pendharkar, Ganesh R. Naik, Hung T. Nguyen
Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children. Biomed. Signal Process. Control. 13 (2014)
Chao Wang, Andrey V. Savkin, Ray Clout, Hung T. Nguyen
A method for collision free navigation of a robotic hospital bed among steady and moving obstacles. CCA (2014)
Mitchell Yuwono, Steven W. Su, Ying Guo, Bruce Moulton, Hung T. Nguyen
Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor. Appl. Soft Comput. 14 (2014)
Daniel N. Roxby, Nham Tran, Hung T. Nguyen
A simple microbial fuel cell model for improvement of biomedical device powering times. EMBC (2014)
A. M. Ardi Handojoseno, James M. Shine, Moran Gilat, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Prediction of freezing of gait using analysis of brain effective connectivity. EMBC (2014)
Tuan Nghia Nguyen, Steven W. Su, Branko G. Celler, Hung T. Nguyen
Advanced portable remote monitoring system for the regulation of treadmill running exercises. Artif. Intell. Medicine 61 (2) (2014)
Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix. EMBC (2014)
Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen
Brain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization. IEEE J. Biomed. Health Informatics 18 (5) (2014)
Phyo Phyo San, Sai-Ho Ling, Soe Ni Ni, Hung T. Nguyen
A novel extreme learning machine for hypoglycemia detection. EMBC (2014)
Sai-Ho Ling, Kit Yan Chan, Vasile Palade, Tharam S. Dillon, Hung T. Nguyen, Tuan Nghia Nguyen, Xue-wen Chen
Editorial: Special issue on hybrid intelligent methods for health technologies. Appl. Soft Comput. 20 (2014)
Phyo Phyo San, Sai-Ho Ling, Nuryani, Hung T. Nguyen
Evolvable Rough-Block-Based Neural Network and its Biomedical Application to Hypoglycemia Detection System. IEEE Trans. Cybern. 44 (8) (2014)
Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Nirupama Wijesuriya, Ashley Craig, Hung T. Nguyen
Using S-transform in EEG analysis for measuring an alert versus mental fatigue state. EMBC (2014)
Liang Zhao, Steven C. H. Hoi, Zhenhua Li, Limsoon Wong, Hung T. Nguyen, Jinyan Li
Coupling Graphs, Efficient Algorithmsand B-Cell Epitope Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen
Non-invasive detection of hypoglycemic episodes in Type 1 diabetes using intelligent hybrid rough neural system. IEEE Congress on Evolutionary Computation (2014)
Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. CinC (2014)
Huy Hoang Nguyen, Tuan Nghia Nguyen, Raymont Clout, Hung T. Nguyen
An advanced control strategy of an electrical - Powered hospital bed. EMBC (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hung T. Nguyen