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Yahya, Norashikin binti
Positions
- Member, Centre for Intelligent Signal & Imaging Research , Institute of Emerging Digital Technologies
- Senior Lecturer, Electrical & Electronic Engineering Department , Faculty of Engineering
- Senior Lecturer, Universiti Teknologi PETRONAS 2015 -
Affiliation
Publications
selected publications
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academic article
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A novel method for efficient estimation of brain effective connectivity in EEG.
Computer Methods and Programs in Biomedicine.
228:107242.
2023
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Corrigendum: Machine learning for the detection of social anxiety disorder using effective connectivity and graph theory measures.
Frontiers in Psychiatry.
14.
2023
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Machine learning for the detection of social anxiety disorder using effective connectivity and graph theory measures.
Frontiers in Psychiatry.
14.
2023
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Development of Wavelet Coherence EEG as a Biomarker for Diagnosis of Major Depressive Disorder.
IEEE Sensors Journal.
22:4315-4325.
2022
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Drowsiness Detection Using Ocular Indices from EEG Signal.
Sensors.
22:4764.
2022
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Non-Oscillatory Connectivity Approach for Classification of Autism Spectrum Disorder Subtypes Using Resting-State fMRI.
IEEE Access.
10:14049-14061.
2022
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Principal Subspace of Dynamic Functional Connectivity for Diagnosis of Autism Spectrum Disorder.
Applied Sciences.
12:9339.
2022
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Simulation of Electromagnetic Generator as Biomechanical Energy Harvester.
Applied Sciences.
12:6197.
2022
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Wavelet-Based Fractal Analysis of rs-fMRI for Classification of Alzheimer’s Disease.
Sensors.
22:3102.
2022
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An Efficient VLSI Architecture for FastICA by Using the Algebraic Jacobi Method for EVD.
IEEE Access.
9:58287-58305.
2021
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Automated Diagnosis of Major Depressive Disorder Using Brain Effective Connectivity and 3D Convolutional Neural Network.
IEEE Access.
9:8835-8846.
2021
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Effective Connectivity for Decoding Electroencephalographic Motor Imagery Using a Probabilistic Neural Network.
Sensors.
21:6570.
2021
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Effective Connectivity in Default Mode Network for Alcoholism Diagnosis.
IEEE Transactions on Neural Systems and Rehabilitation Engineering.
29:796-808.
2021
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Identification of Autism Subtypes Based on Wavelet Coherence of BOLD FMRI Signals Using Convolutional Neural Network.
Sensors.
21:5256.
2021
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Identifying Elderly Patients at Risk of Falling using Time-Domain and Cyclostationarity Related Features.
International Journal of Integrated Engineering.
13.
2021
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Recent Automatic Segmentation Algorithms of MRI Prostate Regions: A Review.
IEEE Access.
9:97878-97905.
2021
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Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity.
IEEE Access.
9:86899-86913.
2021
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State-of-the-Art Review on the Acoustic Emission Source Localization Techniques.
IEEE Access.
9:101246-101266.
2021
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Brain Controlled Wheelchair: A Smart Prototype.
Journal of Physics: Conference Series.
1529:042075.
2020
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Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI.
Sensors.
20:3183.
2020
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Real-Time Stress Assessment Using Sliding Window Based Convolutional Neural Network.
Sensors.
20:4400.
2020
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Classification of Motor Functions from Electroencephalogram (EEG) Signals Based on an Integrated Method Comprised of Common Spatial Pattern and Wavelet Transform Framework.
Sensors.
19:4878.
2019
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Subspace-Based Technique for Speckle Noise Reduction in SAR Images.
IEEE Transactions on Geoscience and Remote Sensing.
52:6257-6271.
2014
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Subspace-based technique for speckle noise reduction in ultrasound images.
BioMedical Engineering OnLine.
13:154.
2014
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A novel method for efficient estimation of brain effective connectivity in EEG.
Computer Methods and Programs in Biomedicine.
228:107242.
2023
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book
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chapter
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Classification of Sub-frequency Bands Based Two-Class Motor Imagery Using CNN.
International Conference on Artificial Intelligence for Smart Community.
851-857.
2022
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EEG Motor Classification Using Multi-band Signal and Common Spatial Filter.
Intelligent Human Computer Interaction.
120-131.
2021
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Segmentation of Prostate in MRI Images Using Depth Separable Convolution Operations.
Intelligent Human Computer Interaction.
132-141.
2021
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Ultrasound Based Three Dimensional Computer Aided Diagnosis (CAD) Tool for the Diagnosis of Anterior Talofibular Ligament.
Medical Imaging in Clinical Applications.
213-235.
2016
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Classification of Sub-frequency Bands Based Two-Class Motor Imagery Using CNN.
International Conference on Artificial Intelligence for Smart Community.
851-857.
2022
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conference paper
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Classification of Motor Imagery EEG Using Functional Connectivity
2023
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Deep Learning Framework-Based Automated Multi-class Diagnosis for Neurological Disorders
2023
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Image Pre-processing for Differential Diagnosis of Multiple Sclerosis using Brain MRI
2023
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Anomaly Prediction and Remaining Useful Life for Alternator Health Monitoring System
2022
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Detection of Alzheimer’s Disease Using Dynamic Functional Connectivity Patterns in Resting-State fMRI
2022
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Hydrocarbon Flow Metering Prediction using MLP and LSTM Neural Networks
2022
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Remote Patient Monitoring System
2022
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Variance Analysis on Functional Connectivity of Resting-state fMRI Signals in Alzheimer’s Disease Patients
2022
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AE Source Localization for Oil & Gas Pipelines using Machine Learning Technique
2021
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Classification of ASD Subtypes Based on Coherence Features of BOLD Resting-state fMRI Signals
2021
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Classification of Alzheimer's Disease using Low Frequency Fluctuation of rs-fMRI Signals
2021
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Classification of BOLD FMRI Signals using Wavelet Transform and Transfer Learning for Detection of Autism Spectrum Disorder
2021
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Classification of Diabetes Mellitus using Ensemble Algorithms
2021
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Design Analysis of Energy Harvester: The Impact of Speed of Motion and Mass of Device
2021
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Diagnosis of Alzheimer's Disease Using Pearson's Correlation and ReliefF Feature Selection Approach
2021
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EEG-based Drowsiness Detection from Ocular Indices Using Ensemble Classification
2021
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Electrooculography-based Eye Movement Classification using Deep Learning Models
2021
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Fractional Stochastic Gradient Descent Based Learning Algorithm For Multi-layer Perceptron Neural Networks
2021
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Optimum Order Selection Criterion for Autoregressive Models of Bandlimited EEG Signals
2021
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SVD-Based Feature Extraction Technique for The Improvement of Effective Connectivity Detection
2021
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Social Anxiety Disorder Evaluation using Effective Connectivity Measures: EEG Phase Slope Index Study
2021
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Detection of Mathematical Fluency Effects on Working Memory using Near Infrared Spectroscopy
2020
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Classification of Neurological States from Biosensor Signals Based on Statistical Features
2019
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EEG Eye State Identification based on Statistical Feature and Common Spatial Pattern Filter
2019
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Zonal Segmentation of Prostate T2W-MRI using Atrous Convolutional Neural Network
2019
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Biomechanical energy harvesting from human lower extremity gait: A comparative analysis
2017
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Relative spectral-perceptual linear prediction (RASTA-PLP) speech signals analysis using singular value decomposition (SVD)
2017
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2D controlled source electromagnetic modeling in layered medium using hybrid method
2016
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Epileptic seizure detection using singular values and classical features of EEG signals
2015
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Quad Flat No-Lead (QFN) device faulty detection using Gabor wavelets
2015
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Automatic assessment mark entry system using local binary pattern (LBP) and salient structural features
2014
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Denoising methods for retinal fundus images
2014
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Evaluation of LBP-based face recognition techniques
2014
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Evaluation of digital speckle filters for ultrasound images
2014
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Face recognition technique using Gabor wavelets and Singular Value Decomposition (SVD)
2014
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Identification of noise in the fundus images
2013
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2D forward modeling of marine Controlled Source Electromagnetic (CSEM) data for salt-dome and stratigraphy trap reservoir
2012
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Speckle noise filtering based on signal subspace technique
2012
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Speckle reduction of SAR images based on signal subspace technique
2012
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A subspace-based technique for image noise reduction
2011
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Forward modeling of infinitesimal dipole dipping effects in marine CSEM survey
2011
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Mapping of hydrocarbon with marine EM method using 2-D forward modeling
2011
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Subspace-based technique for image denoising
2011
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A subspace approach for restoring image corrupted by white noise
2010
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Harmonic Analysis of 240V AC Power Supply using TMS320C6713 DSK
2009
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Principle subspace-based signature verification technique
2009
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Subspace-based signature verification technique using reduced-sensor data glove
2009
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Classification of Motor Imagery EEG Using Functional Connectivity
2023
Background
education and training
- Ph.D. in Electrical Engineering 2008 - 2015
- M.Sc. in Electrical and Electronics Engineering, Lehigh University 2002 - 2004
- B.E. in Electrical, Electronics & Communication Engineering 1998 - 2001
Contact
full name
- Norashikin binti Yahya
primary email
- norashikin_yahya@utp.edu.my
webpage
Publications in VIVO
Co-author Network
Map of Science
- Contact Info
- Websites