A wavelet-based technique to predict treatment outcome for Major Depressive Disorder

Wajid Mumtaz, Likun Xia, Mohd Azhar Mohd Yasin, +2

PLoS ONE

Treatment ManagementTreatment OutcomeEngineeringFeature SelectionNeurophysiological Biomarkers +24

Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)

Wajid Mumtaz, Likun Xia, Syed Saad Azhar Ali, +3

Biomedical Signal Processing and Control

PsychiatryMood SymptomEeg Signal ProcessingDepressionMajor Depressive Disorder +9

Vegetation encroachment monitoring for transmission lines right-of-ways: A survey

Junaid Ahmad, Aamir Saeed Malik, Likun Xia, +1

Electric Power Systems Research

Precision AgricultureEnvironmental MonitoringVegetation Encroachment MonitoringEngineeringLand Use +6

Deep transfer learning for military object recognition under small training set condition

Zhi Yang, Wei Yu, Pengwei Liang, +5

Neural Computing and Applications

Image ClassificationConvolutional Neural NetworkMachine VisionMachine LearningEngineering +8

Review on EEG and ERP predictive biomarkers for major depressive disorder

Wajid Mumtaz, Aamir Saeed Malik, Mohd Azhar Mohd Yasin, +1

Biomedical Signal Processing and Control

NeuropsychologyPsychopathologyNeurophysiological BiomarkersElectroencephalographySocial Sciences +14

A physiological signal-based method for early mental-stress detection

Likun Xia, Aamir Saeed Malik, Ahmad Rauf Subhani

Biomedical Signal Processing and Control

Mental Health MonitoringPsychiatryPsychophysiologyStressAffective Neuroscience +10

An EEG-based machine learning method to screen alcohol use disorder

Wajid Mumtaz, Pham Lam Vuong, Likun Xia, +2

Cognitive Neurodynamics

Substance AbuseAlcohol MisuseSubstance UsePsychiatryAddiction +9

3D vessel-like structure segmentation in medical images by an edge-reinforced network

Likun Xia, Hao Zhang, Yufei Wu, +7

Medical Image Analysis

Geometric ModelingMedical ImagesImage AnalysisEngineeringMedical Imaging +13

Automatic diagnosis of alcohol use disorder using EEG features

Wajid Mumtaz, Pham Lam Vuong, Likun Xia, +2

Knowledge-Based Systems

Substance AbuseNeuropsychologySubstance UsePsychiatryAlcohol Dependence +8

Convex hull indexed Gaussian mixture model (CH-GMM) for 3D point set registration

Jingfan Fan, Jian Yang, Danni Ai, +4

Pattern Recognition

Geometric ModelingPoint CloudImage AnalysisMachine VisionGeometry +9