Browsing by Author Nguyen, Hung

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Issue DateTitleAuthor(s)Citation
2015Analysis and prediction of the freezing of gait using EEG brain dynamicsLewis, Simon; Shine, James Macquarie; Tran, Yvonne; Ardi Handojoseno, A M; Nguyen, Hung; Nguyen, Tuan; Central Clinical School: Medicine; School of Medical Sciences: Brain and Mind Centre; Northern Clinical School: Rehabilitations Studies UnitAnalysis and prediction of the freezing of gait using EEG brain dynamics, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol.23, 5, 2015,pp 887-896
2014Assistive Technologies Using Brain-Computer Interfaces: The Problem of Mental FatigueCraig, Ashley; Tran, Yvonne; Nguyen, Hung; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitAssistive Technologies Using Brain-Computer Interfaces: The Problem of Mental Fatigue in New Research on Assistive Technologies: Uses and Limitations, Nova Science Publishers, 2014, pp. 85-96
2014Brain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm OptimizationTran, Yvonne; Chai, Rifai; Hunter, Gregory; Ling, Sai Ho; Nguyen, Hung; Northern Clinical School: Rehabilitations Studies UnitBrain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization, IEEE Journal of Biomedical and Health Informatics, vol.18, 5, 2014,pp 1614-1624
2011Changes in Blood Volume Pulse During Exercise Recovery in Activity-Based Therapy for Spinal Cord InjuryCraig, Ashley; Davis, Glen; Middleton, James; Thuraisingham, Ranjit; Tomlinson, Erika; Tran, Yvonne; Nguyen, Hung; Northern Clinical School: Medicine; Exercise Health and Performance; Northern Clinical School: Rehabilitations Studies Unit; Mathematics & Statistics; Northern Clinical School: Rehabilitations Studies Unit; Northern Clinical School: Rehabilitations Studies UnitChanges in Blood Volume Pulse During Exercise Recovery in Activity-Based Therapy for Spinal Cord Injury, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2011), vol.N/A, 2011, pp. 693-696
2017Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classificationCraig, Ashley; Chai, Rifai; Ling, Sai Ho; Naik, Ganesh R; Nguyen, Hung; Tran, Yvonne; Northern Clinical School: MedicineChannels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol.N/A, 2017, pp. 1808-1811
2015Classification of Driver Fatigue in an Electroencephalography-based Countermeasure System with Source Separation ModuleCraig, Ashley; Tran, Yvonne; Chai, Rifai; Ling, Sai Ho; Naik, Ganesh R; Nguyen, Hung; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitClassification of Driver Fatigue in an Electroencephalography-based Countermeasure System with Source Separation Module, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Biomedical Engineering: a Bridge to improve the Quality of Health Care and the Quality of Life, vol.N/A, 2015, pp. 514-517
2016Classification of EEG based-Mental Fatigue using Principal Component Analysis and Bayesian Neural NetworkCraig, Ashley; Tran, Yvonne; Chai, Rifai; Ling, Sai Ho; Naik, Ganesh R; Nguyen, Hung; Nguyen, Tuan; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitClassification of EEG based-Mental Fatigue using Principal Component Analysis and Bayesian Neural Network, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), vol.N/A, 2016, pp. 4654-4657
2013Classification of wheelchair commands using brain computer interface: Comparison between able-bodied persons and patients with tetraplegiaTran, Yvonne; Chai, Rifai; Hunter, Gregory; Ling, Sai Ho; Nguyen, Hung; Northern Clinical School: Rehabilitations Studies UnitClassification of wheelchair commands using brain computer interface: Comparison between able-bodied persons and patients with tetraplegia, Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), vol.N/A, 2013, pp. 989-992
2012The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet DecompositionLewis, Simon; Shine, James Macquarie; Tran, Yvonne; Handojoseno, A M Ardi; Nguyen, Hung; Nguyen, Tuan; Central Clinical School: Medicine; School of Medical Sciences: Brain and Mind Centre; Northern Clinical School: Rehabilitations Studies UnitThe detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet Decomposition, Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS 2012, vol.N/A, 2012, pp. 69-72
2012The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet DecompositionLewis, Simon; Shine, James Macquarie; Tran, Yvonne; Handojoseno, A M Ardi; Nguyen, Hung; Nguyen, Tuan; Central Clinical School: Medicine; School of Medical Sciences: Brain and Mind Centre; Northern Clinical School: Rehabilitations Studies UnitThe detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet Decomposition, Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS 2012, vol.N/A, 2012, pp. 69-72
2017Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector MachineEhgoetz Martens, Kaylena; Georgiades, Matthew; Gilat, Moran; Lewis, Simon; Chai, Rifai; Handojoseno, A M Ardi; Ly, Quynhtran; Naik, Ganesh R; Nguyen, Hung; Tran, Yvonne; School of Medical Sciences: Brain and Mind Centre; School of Medical Sciences: Brain and Mind Centre; School of Medical Sciences: Brain and Mind Centre; Central Clinical School: MedicineDetection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol.N/A, 2017, pp. 3048-3051
2016Detection of Gait Initiation Failure in Parkinson's Disease Patients using EEG SignalsGilat, Moran; Lewis, Simon; Chai, Rifai; Handojoseno, A M Ardi; Ly, Quynhtran; Nguyen, Hung; Nguyen, Nghia; Tran, Yvonne; School of Medical Sciences: Brain and Mind Centre; Central Clinical School: MedicineDetection of Gait Initiation Failure in Parkinson's Disease Patients using EEG Signals, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), vol.N/A, 2016, pp. 1599-1602
2017Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signalsEhgoetz Martens, Kaylena; Georgiades, Matthew; Gilat, Moran; Lewis, Simon; Chai, Rifai; Handojoseno, A M Ardi; Ly, Quynhtran; Naik, Ganesh R; Nguyen, Hung; Tran, Yvonne; School of Medical Sciences: Brain and Mind Centre; School of Medical Sciences: Brain and Mind Centre; School of Medical Sciences: Brain and Mind Centre; Central Clinical School: MedicineDetection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol.N/A, 2017, pp. 3044-3047
2010Discrimination of left and right leg motor imagery for brain-computer interfacesCraig, Ashley; Tran, Yvonne; Boord, Peter; Nguyen, Hung; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitDiscrimination of left and right leg motor imagery for brain-computer interfaces, Medical & Biological Engineering & Computing, vol.48, 4,pp 343-350
2017Driver Fatigue Classification with Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based SystemCraig, Ashley; Tran, Yvonne; Chai, Rifai; Ling, Sai Ho; Naik, Ganesh; Nguyen, Hung; Nguyen, Tuan; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitDriver Fatigue Classification with Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System, IEEE Journal of Biomedical and Health Informatics, vol.21, 3, 2017,pp 715-724
2016EEG-based Driver Fatigue Detection using Hybrid Deep Generic ModelCraig, Ashley; Tran, Yvonne; Chai, Rifai; Ling, Sai Ho; Nguyen, Hung; San, Phyo Phyo; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitEEG-based Driver Fatigue Detection using Hybrid Deep Generic Model, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), vol.N/A, 2016, pp. 800-803
2014Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography systemCraig, Ashley; Tran, Yvonne; Chai, Rifai; Ling, Sai Ho; Nguyen, Hung; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies UnitEnhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system, IEEE Engineering in Medicine and Biology Society Conference Proceedings, vol.2014, N/A, 2014,pp 1338-1341
2016Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patientsGilat, Moran; Lewis, Simon; Chai, Rifai; Handojoseno, A M Ardi; Ly, Quynhtran; Nguyen, Hung; Nguyen, Nghia; Tran, Yvonne; School of Medical Sciences: Brain and Mind Centre; Central Clinical School: MedicineIdentifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), vol.N/A, 2016, pp. 6094-6097
2012Regional brain wave activity changes associated with fatigueCraig, Ashley; Tran, Yvonne; Wijesuriya, Nirupama; Nguyen, Hung; Northern Clinical School: Medicine; Northern Clinical School: Rehabilitations Studies Unit; Northern Clinical School: Rehabilitations Studies UnitRegional brain wave activity changes associated with fatigue, Psychophysiology, vol.49, 4, 2012,pp 574-582
2011Switching Rate Changes Associated with Mental Fatigue for Assistive TechnologiesCraig, Ashley; Thuraisingham, Ranjit; Tran, Yvonne; Wijesuriya, Nirupama; Nguyen, Hung; Northern Clinical School: Medicine; Mathematics & Statistics; Northern Clinical School: Rehabilitations Studies Unit; Northern Clinical School: Rehabilitations Studies UnitSwitching Rate Changes Associated with Mental Fatigue for Assistive Technologies, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2011), vol.N/A, 2011, pp. 3071-3074