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2020 – today
- 2025
[j11]Rudy Gunawan
, Yvonne Tran, Jinchuan Zheng, Hung Tan Nguyen, Rifai Chai:
Optimizing Natural Image Quality Evaluators for Quality Measurement in CT Scan Denoising. Comput. 14(1): 18 (2025)- 2024
- [j10]Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung T. Nguyen, Ann J. Carrigan, Megan Mills, Rifai Chai:
Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification. IEEE J. Biomed. Health Informatics 28(9): 5519-5527 (2024) - [c26]Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung Nguyen, Ann J. Carrigan, Megan K. Mills, Rifai Chai:
Comparing Inclusion Methods on Juxta-pleural into Lung Parenchyma. EMBC 2024: 1-4 - 2023
- [j9]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): 2383 (2023) - [c25]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: 1-4 - 2022
- [j8]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): 2629 (2022) - [j7]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): 7031 (2022) - [j6]Yvonne Tran:
EEG Signal Processing for Biomedical Applications. Sensors 22(24): 9754 (2022)
2010 – 2019
- 2019
- [c24]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: 530-533 - 2017
- [j5]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): 715-724 (2017) - [c23]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: 1808-1811 - [c22]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: 3044-3047 - [c21]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: 3048-3051 - 2016
- [c20]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: 1331-1335 - [c19]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: 800-803 - [c18]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: 1599-1602 - [c17]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: 4654-4657 - [c16]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: 6094-6097 - 2015
- [c15]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: 514-517 - [c14]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: 6618-6621 - 2014
- [j4]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): 1614-1624 (2014) - [c13]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: 1338-1341 - [c12]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: 4119-4122 - [c11]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: 5880-5883 - 2013
- [c10]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: 989-992 - [c9]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: 4263-4266 - 2012
- [c8]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: 69-72 - [c7]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: 2861-2864 - [c6]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: 2865-2868 - [c5]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: 3069-3072 - 2011
- [c4]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: 59-62 - [c3]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: 693-696 - [c2]Ashley Craig, Yvonne Tran, Nirupama Wijesuriya, Ranjit Thuraisingham, Hung T. Nguyen:
Switching rate changes associated with mental fatigue for assistive technologies. EMBC 2011: 3071-3074 - [c1]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: 5762-5765 - 2010
- [j3]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): 343-350 (2010) - [j2]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): 544-552 (2010)
2000 – 2009
- 2007
- [j1]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): 1243-1249 (2007)
Coauthor Index
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