Tuan Nghia Nguyen

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

Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 249 citations

Engineering, Machine Learning, Biometrics +26

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

Rifai Chai, Sai Ho Ling, Phyo Phyo San et al. · Frontiers in Neuroscience · 2017 · 149 citations · Full text

Engineering, Machine Learning, Data Science +14

Abnormal patterns of theta frequency oscillations during the temporal evolution of freezing of gait in Parkinson’s disease

James M. Shine, A. M. Ardi Handojoseno, Tuan Nghia Nguyen et al. · Clinical Neurophysiology · 2013 · 128 citations

Neurodynamics, Neurophysiology, Medicine +9

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

A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2015 · 113 citations

Gait Analysis, Neurophysiological Biomarkers, Motor Control +22

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

A. M. Ardi Handojoseno, James M. Shine, Tuan Nghia Nguyen et al. · 2012 · 88 citations