Area of research
Artificial Intelligence · Cognitive Neuroscience
Research interest
Research interests include Fuzzy Logic and Control Systems, EEG and Brain-Computer Interfaces, Multi-Criteria Decision Making, and Fuzzy Systems and Optimization.
Optimizing Natural Image Quality Evaluators for Quality Measurement in CT Scan Denoising
Non-Invasive Differential Temperature Monitoring Using Sensor Array for Microwave Hyperthermia Applications: A Subspace-Based Approach
Subspace-Based Two-Step Iterative Shrinkage/Thresholding Algorithm for Microwave Tomography Breast Imaging.
Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification
Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain.
Clustering for mitigating subject variability in driving fatigue classification using electroencephalography source-space functional connectivity features.
Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification.
Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain.
Predicting the Onset of Freezing of Gait Using EEG Dynamics
Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators.
Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net.
Robust tracking control of a differential drive wheeled mobile robot using fast nonsingular terminal sliding mode
Assessing the clinical utility of genetic profiling in fracture risk prediction: a decision curve analysis.
Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients With Parkinson's Disease.
The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients.
The influence of mental fatigue on brain activity: Evidence from a systematic review with meta-analyses.
A Telepresence Wheelchair with 360-Degree Vision Using WebRTC
Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia.
Statistical Analysis of Brain Connectivity Estimators during Distracted Driving.
Electroencephalogram Reactivity to Hyperglycemia in Patients with Type 1 Diabetes.
Comparing the Effects of Three Cognitive Tasks on Indicators of Mental Fatigue.
The relationship between compression garments and electrocardiogram signals during exercise and recovery phase.
Nocturnal Hypoglycemia Detection using EEG Spectral Moments under Natural Occurrence Conditions.
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System
Analysis and Prediction of the Freezing of Gait Using EEG Brain Dynamics
Abnormal patterns of theta frequency oscillations during the temporal evolution of freezing of gait in Parkinson’s disease
Using EEG spatial correlation, cross frequency energy, and wavelet coefficients for the prediction of Freezing of Gait in Parkinson's Disease patients
Regional brain wave activity changes associated with fatigue
The detection of Freezing of Gait in Parkinson's disease patients using EEG signals based on Wavelet decomposition
Collaborative Research: Shifting Snow, Changing Flow--Quantifying Warming-Induced Seasonal Streamflow Changes in the Snow-Fed Columbia River over the Past 500 Years
Collaborative Research: Ultra-High Resolution Paleostreamflow in Southeast Asia--Proxy/Model Comparison
Conference: The 52nd John and Lida Barrett Memorial Lectures - Stochastic Analysis and its Application
Collaborative Research: Ultra-High Resolution Paleostreamflow in Southeast Asia--Proxy/Model Comparison
SBIR Phase I: Antibody Brush Polymer Conjugates with High Drug Antibody Ratios and Immunostimulatory Payloads for Treatment of Late-Stage Cancers
CAREER: Fundamental Understanding of Self-Assembly by Peptide-Polymer Conjugates in Creating Functional Biomaterials from Multiscale Simulations
Analysis of Uncertainty in Knowledge Representation (Information Science)