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List of works by Hung Nguyen

A Telepresence Wheelchair with 360-Degree Vision Using WebRTC

scientific article published in 2020

A dielectric model of human breast tissue in terahertz regime

scientific article published on 20 October 2014

A new approach to backwash initiation in membrane systems

A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: feasibility study using EMG recordings

scientific article published in January 2013

A novel extreme learning machine for hypoglycemia detection

scientific article published on January 2014

A novel tamper detection-recovery and watermarking system for medical image authentication and EPR hiding

scientific article published on 01 January 2014

A simple microbial fuel cell model for improvement of biomedical device powering times.

scientific article

A submerged membrane hybrid system coupled with magnetic ion exchange (MIEX®) and flocculation in wastewater treatment

article by R. Zhang et al published October 2007 in Desalination

A telepresence wheelchair using cellular network infrastructure in outdoor environments.

scientific article

Adaptive EEG thought pattern classifier for advanced wheelchair control.

scientific article

Advanced obstacle avoidance for a laser based wheelchair using optimised Bayesian neural networks

scientific article

Age-related differences in biomarkers of acute inflammation during hospitalization for sepsis

scientific article

An EEG study of turning freeze in Parkinson's disease patients: The alteration of brain dynamic on the motor and visual cortex

scientific article

An ICA-EBM-Based sEMG Classifier for Recognizing Lower Limb Movements in Individuals With and Without Knee Pathology.

scientific article published in March 2018

An Intelligent Robotic Hospital Bed for Safe Transportation of Critical Neurosurgery Patients Along Crowded Hospital Corridors

scientific article published on 15 August 2014

An efficient steganography method for hiding patient confidential information.

scientific article published in January 2014

An equivalent circuit model for onset and offset exercise response.

scientific article published on 18 October 2014

An online recursive autocalibration of triaxial accelerometer.

scientific article

Analysis and Prediction of the Freezing of Gait Using EEG Brain Dynamics

scientific article published on 18 December 2014

Application of an automation system and a supervisory control and data acquisition (SCADA) system for the optimal operation of a membrane adsorption hybrid system.

scientific article

Block based neural network for hypoglycemia detection

scientific article published in January 2011

Brain-Computer Interface-FES Integration: Towards a Hands-free Neuroprosthesis Command System.

scientific article published on October 2004

Brain-computer interface classifier for wheelchair commands using neural network with fuzzy particle swarm optimization

scientific article published in September 2014

Breast Cancer classification using extracted parameters from a terahertz dielectric model of human breast tissue.

scientific article published on August 2015

Broad-spectrum antioxidant peptides derived from His residue-containing sequences present in human paraoxonase 1.

scientific article published in April 2006

Cardiovascular fitness strengthening using portable device.

scientific article published in August 2016

Changes in blood volume pulse during exercise recovery in activity-based therapy for spinal cord injury

scientific article published on 01 January 2011

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification

scientific article published in July 2017

Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network

scientific article

Classification of EEG signals using a genetic-based machine learning classifier.

scientific article

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module

scientific article published in August 2015

Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix.

scientific article

Classification of wheelchair commands using brain computer interface: comparison between able-bodied persons and patients with tetraplegia

scientific article

Combining genetic algorithm and Levenberg-Marquardt algorithm in training neural network for hypoglycemia detection using EEG signals

scientific article

Comparing features extractors in EEG-based cognitive fatigue detection of demanding computer tasks

scientific article published in August 2015

Comparing the Effects of Three Cognitive Tasks on Indicators of Mental Fatigue

scientific article published on 12 June 2019

Coupling Graphs, Efficient Algorithms and B-Cell Epitope Prediction

scientific article published on January 2014

Debye parameter extraction for characterizing interaction of terahertz radiation with human skin tissue

scientific article

Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetes.

scientific article

Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA.

scientific article published on 17 July 2014

Designing adaptive integral sliding mode control for heart rate regulation during cycle-ergometer exercise using bio-feedback

scientific article published on 01 January 2015

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine

scientific article published in July 2017

Detection of gait initiation failure in Parkinson's disease patients using EEG signals

scientific article published on August 2016

Detection of nocturnal hypoglycemic episodes (natural occurrence) in children with Type 1 diabetes using an optimal Bayesian neural network algorithm

scientific article published in January 2008

Detection of nocturnal hypoglycemic episodes using EEG signals

scientific article published on January 2010

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals

scientific article published in July 2017

Development of an algorithm for an EEG-based driver fatigue countermeasure.

scientific article published on January 2003

Diagnostic abilities of three CAD methods for assessing microcalcifications in mammograms and an aspect of equivocal cases decisions by radiologists

scientific article published in September 2003

Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights

scientific article

Discrimination of left and right leg motor imagery for brain-computer interfaces

scientific article published on 9 February 2010

Dominant risk factors for retinopathy at clinical diagnosis in patients with type II diabetes mellitus

scientific article published in July 1996

Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System

scientific article published on 19 February 2016

Dynamic characteristics of oxygen consumption.

scientific article published on 23 April 2018

EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal Mutual Information method.

scientific article

EEG-based driver fatigue detection using hybrid deep generic model

scientific article published in August 2016

EEG-based emotion classification using innovative features and combined SVM and HMM classifier

scientific article published in July 2017

Early driver fatigue detection from electroencephalography signals using artificial neural networks.

scientific article published in January 2006

Effect of growth solution, membrane size and array connection on microbial fuel cell power supply for medical devices.

scientific article published in August 2016

Effects of mental fatigue on 8-13Hz brain activity in people with spinal cord injury

scientific article

Electrocardiographic T-wave peak-to-end interval for hypoglycaemia detection

scientific article published in January 2010

Electrocardiographic signals and swarm-based support vector machine for hypoglycemia detection

scientific article published on 20 October 2011

Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system

scientific article published in August 2014

Evaluating the efficacy of an automated procedure for EEG artifact removal

scientific article published in January 2009

Evolvable rough-block-based neural network and its biomedical application to hypoglycemia detection system

scientific article published on 9 October 2013

Evolved fuzzy reasoning model for hypoglycaemic detection

scientific article published in January 2010

Experimenting with microbial fuel cells for powering implanted biomedical devices

scientific article published on 01 August 2015

Fluidized bed magnetic ion exchange (MIEX®) as pre-treatment process for a submerged membrane reactor in wastewater treatment and reuse

article by R. Zhang et al published July 2008 in Desalination

Frequency analysis of eyes open and eyes closed EEG signals using the Hilbert-Huang transform

scientific article published in January 2012

Gait cycle spectrogram analysis using a torso-attached inertial sensor

scientific article published in January 2012

Gait episode identification based on wavelet feature clustering of spectrogram images

scientific article published in January 2012

Genetic-Algorithm-Based Multiple Regression With Fuzzy Inference System for Detection of Nocturnal Hypoglycemic Episodes ⬇️

scientific article published on February 24, 2011

Global optimization for human skin investigation in terahertz

scientific article published in January 2012

Hands-free Head-movement Gesture Recognition using Artificial Neural Networks and the Magnified Gradient Function

scientific article published in January 2005

High correlation of double Debye model parameters in skin cancer detection

scientific article published on August 2014

Human computer interaction using hand gesture

scientific article

Hybrid brain-computer interface for biomedical cyber-physical system application using wireless embedded EEG systems

scientific article published on 07 January 2017

Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure.

scientific article

Identifying montages that best detect the electroencephalogram power spectrum alteration during freezing of gait in Parkinson's disease patients

scientific article

Improved head direction command classification using an optimised Bayesian neural network

scientific article published in January 2006

Improved observer dependent perception of weak edges when scanning an image in real time indicated by introducing 1/f noise into the primary visual cortex V1. Theory and experimental support

scientific article published in September 2009

Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks.

scientific article

Improving classification rates for use in fatigue countermeasure devices using brain activity

scientific article published in January 2010

Increase in regularity and decrease in variability seen in electroencephalography (EEG) signals from alert to fatigue during a driving simulated task

scientific article published in January 2008

Intelligent detection of hypoglycemic episodes in children with type 1 diabetes using adaptive neural-fuzzy inference system

scientific article published in January 2012

Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine

scientific article published in August 2015

Lactate in the critically ill patients: an outcome marker with the times.

scientific article

Mammogram object detection using dendronic image analysis

scientific article published on 01 January 2004

Mental task classifications using prefrontal cortex electroencephalograph signals

scientific article published in January 2012

Modelling and regulating of cardio-respiratory response for the enhancement of interval training.

scientific article published on 06 February 2014

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals

scientific article published on August 2015

Natural occurrence of nocturnal hypoglycemia detection using hybrid particle swarm optimized fuzzy reasoning model

scientific article

Near-infrared parameters extraction: A potential method to detect skin cancer

scientific article published on January 2013

Neural network based diagonal decoupling control of powered wheelchair systems

scientific article published in March 2014

Neural network decoupling technique and its application to a powered wheelchair system

scientific article published in August 2015

Neural-network detection of hypoglycemic episodes in children with type 1 diabetes using physiological parameters

scientific article

Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetes.

scientific article

Nonnegative matrix factorization for the identification of EMG finger movements: evaluation using matrix analysis

scientific article published on 3 June 2014

Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises

article

Nonparametric modelling of VO2 response to exercise.

scientific article published in July 2017

Obstacle avoidance for power wheelchair using bayesian neural network

scientific article

Occipital EEG Activity for the Detection of Nocturnal Hypoglycemia

scientific article published on 01 July 2018

On LMI-based sliding mode control for uncertain discrete-time systems

scholarly article by Ahmadreza Argha et al published October 2016 in Journal of the Franklin Institute

On heart rate regulation in cycle-ergometer exercise.

scientific article published in January 2014

Optimization of head movement recognition using Augmented Radial Basis Function Neural Network

scientific article published in January 2011

Optimization strategies for rapid centroid estimation.

scientific article published in January 2012

Outcome effectiveness of the severe sepsis resuscitation bundle with addition of lactate clearance as a bundle item: a multi-national evaluation.

scientific article published on 27 September 2011

Performance of dry electrode with bristle in recording EEG rhythms across brain state changes ⬇️

scientific article published on January 1, 2011

Polypyrrole RVC biofuel cells for powering medical implants.

scientific article published in July 2017

Portable sensor based dynamic estimation of human oxygen uptake via nonlinear multivariable modelling

scientific article published in January 2008

Prediction of freezing of gait using analysis of brain effective connectivity

scientific article published in January 2014

Prediction of hip fracture in post-menopausal women using artificial neural network approach

scientific article published in July 2017

Productivity enhancement in a cross-flow ultrafiltration membrane system through automated de-clogging operations

Real-time WebRTC-based design for a telepresence wheelchair.

scientific article

Real-time detection of nocturnal hypoglycemic episodes using a novel non-invasive hypoglycemia monitor

scientific article published in January 2009

Real-time performance of a hands-free semi-autonomous wheelchair system using a combination of stereoscopic and spherical vision

scientific article published in January 2012

Recognizing emotions from EEG subbands using wavelet analysis

scientific article

Regional brain wave activity changes associated with fatigue

scientific article published on 10 February 2012

Robust online adaptive neural network control for the regulation of treadmill exercises

scientific article published in January 2011

Rule discovery and distance separation to detect reliable miRNA biomarkers for the diagnosis of lung squamous cell carcinoma

scientific article

Semi-autonomous wheelchair developed using a unique camera system configuration biologically inspired by equine vision

scientific article published in January 2011

Semi-autonomous wheelchair system using stereoscopic cameras

scientific article published in January 2009

Shared control strategies for obstacle avoidance tasks in an intelligent wheelchair.

scientific article

Single channel blind source separation based local mean decomposition for biomedical applications

scientific article published in January 2013

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

scientific article published on 9 July 2015

Stationarity and variability in eyes open and eyes closed EEG signals from able-bodied and spinal cord injured persons

scientific article published on January 2012

Structural analysis on mutation residues and interfacial water molecules for human TIM disease understanding

scientific article published on 22 October 2013

Switching rate changes associated with mental fatigue for assistive technologies

scientific article published in January 2011

The classification for "equilibrium triad" sensory loss based on sEMG signals of calf muscles

scientific article published in July 2017

The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition

scientific article

The hybrid bio-inspired aerial vehicle: Concept and SIMSCAPE flight simulation.

scientific article

Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller

scientific article published in January 2012

Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements

scientific article published in October 2009

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering.

scientific article published on 17 September 2015

Two channel EEG thought pattern classifier

scientific article published in January 2006

Unsupervised machine-learning method for improving the performance of ambulatory fall-detection systems ⬇️

scientific article published on February 16, 2012

Unsupervised segmentation of heel-strike IMU data using rapid cluster estimation of wavelet features.

scientific article

Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients

scientific article published in January 2013

Using S-transform in EEG analysis for measuring an alert versus mental fatigue state

scientific article published in January 2014

Using microstate intensity for the analysis of spontaneous EEG: tracking changes from alert to the fatigue state

scientific article published in January 2009

Ventricular repolarization variability for hypoglycemia detection ⬇️

scientific article published on January 1, 2011

Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors.

scientific article

Wireless real-time head movement system using a personal digital assistant (PDA) for control of a power wheelchair

scientific article

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