Yvonne Tran

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 17

Top Topics

Functional Connectivity

Independent Component Analysis

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung Nguyen, Rifai Chai
Implementing Natural Image Quality Evaluator for Performance Indicator on Noise Artefacts Recovery in CT Scan. 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)
Yvonne Tran
EEG Signal Processing for Biomedical Applications. Sensors 22 (24) (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)
Yvonne Tran, Philip Austin, Charles Lo, Ashley Craig, James W. Middleton, Paul J. Wrigley, Philip Siddall
An Exploratory EEG Analysis on the Effects of Virtual Reality in People with Neuropathic Pain Following Spinal Cord Injury. Sensors 22 (7) (2022)
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)
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)
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)
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)
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)
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, Rifai Chai, Yvonne Tran, Ashley Craig, Hung T. Nguyen
EEG-based driver fatigue detection using hybrid deep generic model. EMBC (2016)
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)
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)
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)
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)
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)
Rifai Chai, Yvonne Tran, Ashley Craig, Sai-Ho Ling, Hung T. Nguyen
Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system. EMBC (2014)
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients. EMBC (2013)
Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Yvonne Tran, Hung T. Nguyen
Classification of wheelchair commands using brain computer interface: comparison between able-bodied persons and patients with tetraplegia. EMBC (2013)
Ranjit Arulnayagam Thuraisingham, Yvonne Tran, Ashley Craig, Hung T. Nguyen
Frequency analysis of eyes open and eyes closed EEG signals using the Hilbert-Huang Transform. EMBC (2012)
Jordan S. Nguyen, Tuan Nghia Nguyen, Yvonne Tran, Steven W. Su, Ashley Craig, Hung T. Nguyen
Real-time performance of a hands-free semi-autonomous wheelchair system using a combination of stereoscopic and spherical vision. EMBC (2012)
Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Ashley Craig, Hung T. Nguyen
Stationarity and variability in eyes open and eyes closed EEG signals from able-bodied and spinal cord injured persons. EMBC (2012)
A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition. EMBC (2012)
Vangu Kitoko, Tuan Nghia Nguyen, Jordan S. Nguyen, Yvonne Tran, Hung T. Nguyen
Performance of dry electrode with bristle in recording EEG rhythms across brain state changes. EMBC (2011)
Ashley Craig, Yvonne Tran, Nirupama Wijesuriya, Ranjit Thuraisingham, Hung T. Nguyen
Switching rate changes associated with mental fatigue for assistive technologies. EMBC (2011)
Yvonne Tran, Ranjit Arulnayagam Thuraisingham, Ashley Craig, Erika Tomlinson, Glen M. Davis, James W. Middleton, Hung T. Nguyen
Changes in blood volume pulse during exercise recovery in activity-based therapy for spinal cord injury. EMBC (2011)
Jordan S. Nguyen, Yvonne Tran, Steven W. Su, Hung T. Nguyen
Semi-autonomous wheelchair developed using a unique camera system configuration biologically inspired by equine vision. EMBC (2011)
Peter Boord, Ashley Craig, Yvonne Tran, Hung T. Nguyen
Discrimination of left and right leg motor imagery for brain-computer interfaces. Medical Biol. Eng. Comput. 48 (4) (2010)
Peter Stanwell, Philip Siddall, Nirmal Keshava, Daniel Cocuzzo, Saadallah Ramadan, Alexander Lin, David Herbert, Ashley Craig, Yvonne Tran, James W. Middleton, Shiva Gautam, Michael Cousins, Carolyn Mountford
Neuro magnetic resonance spectroscopy using wavelet decomposition and statistical testing identifies biochemical changes in people with spinal cord injury and pain. NeuroImage 53 (2) (2010)
Ranjit Arulnayagam Thuraisingham, Yvonne Tran, Peter Boord, Ashley Craig
Analysis of eyes open, eye closed EEG signals using second-order difference plot. Medical Biol. Eng. Comput. 45 (12) (2007)