Yvonne Tran

Orcid: 0000-0002-1741-4205

According to our database1, Yvonne Tran authored at least 35 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification.
IEEE J. Biomed. Health Informatics, September, 2024

2023
Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification.
Sensors, March, 2023

Implementing Natural Image Quality Evaluator for Performance Indicator on Noise Artefacts Recovery in CT Scan.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
An Exploratory EEG Analysis on the Effects of Virtual Reality in People with Neuropathic Pain Following Spinal Cord Injury.
Sensors, 2022

EEG Signal Processing for Biomedical Applications.
Sensors, 2022

Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net.
Sensors, 2022

2019
Combining ICA Clustering and Power Spectral Density for Feature Extraction of Mental Fatigue of Spinal Cord Injury Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System.
IEEE J. Biomed. Health Informatics, 2017

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
EEG-based driver fatigue detection using hybrid deep generic model.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Identifying 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, 2016

Detection 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, 2016

Classification 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, 2016

Selecting optimal EEG channels for mental tasks classification: An approach using ICA.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Brain-Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization.
IEEE J. Biomed. Health Informatics, 2014

Using S-transform in EEG analysis for measuring an alert versus mental fatigue state.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Prediction of freezing of gait using analysis of brain effective connectivity.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Classification 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, 2013

2012
Stationarity and variability in eyes open and eyes closed EEG signals from able-bodied and spinal cord injured persons.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Frequency analysis of eyes open and eyes closed EEG signals using the Hilbert-Huang Transform.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Real-time performance of a hands-free semi-autonomous wheelchair system using a combination of stereoscopic and spherical vision.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Changes in blood volume pulse during exercise recovery in activity-based therapy for spinal cord injury.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Semi-autonomous wheelchair developed using a unique camera system configuration biologically inspired by equine vision.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Performance of dry electrode with bristle in recording EEG rhythms across brain state changes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Switching 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, 2011

2010
Neuro magnetic resonance spectroscopy using wavelet decomposition and statistical testing identifies biochemical changes in people with spinal cord injury and pain.
NeuroImage, 2010

Discrimination of left and right leg motor imagery for brain-computer interfaces.
Medical Biol. Eng. Comput., 2010

2007
Analysis of eyes open, eye closed EEG signals using second-order difference plot.
Medical Biol. Eng. Comput., 2007


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