

Izhar, Lila Iznita binti
Positions
- Member, Offshore Engineering & Autonomous Centre , Institute of Emerging Digital Technologies
- Senior Lecturer, Electrical & Electronic Engineering Department , Faculty of Engineering
- Senior Lecturer, Universiti Teknologi PETRONAS 2014 -
Affiliation
Publications
selected publications
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academic article
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A Novel Hybrid Deep Learning Model Based on Simulated Annealing and Cuckoo Search Algorithms for Automatic Radiomics‐Based COVID‐19 Diagnosis.
Applied Computational Intelligence and Soft Computing.
2025:8829294.
2025
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Comparative investigation of surface-electrical properties of functionalized graphene and MXene thin films for CO2 gas sensing.
Journal of Materials Science.
59:22132-22148.
2024
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A review on monocular tracking and mapping: from model-based to data-driven methods.
Visual Computer.
39:5897-5924.
2023
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A review on monocular tracking and mapping: from model-based to data-driven methods.
The Visual Computer.
39:5897-5924.
2023
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Auto-Lesion Segmentation with a Novel Intensity Dark Channel Prior for COVID-19 Detection.
Journal of Physics: Conference Series.
2622:012002.
2023
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Clinical Errors From Acronym Use in Electronic Health Record: A Review of NLP-Based Disambiguation Techniques.
IEEE Access.
11:59297-59316.
2023
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Current Status of Coral Reef Fish Abundances at Pulau Bidong and Nearby Islands, South China Sea Using Stereo-Diver Operated Video System.
Ocean Science Journal.
58:16.
2023
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Detection of Tuberculosis Based on Hybridized Pre-Processing Deep Learning Method.
International Journal of Advanced Computer Science and Applications.
14.
2023
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Multi-camera multi-object tracking: A review of current trends and future advances.
Neurocomputing.
552:126558.
2023
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A Systematic Review and Analysis of Intelligence-Based Pathfinding Algorithms in the Field of Video Games.
Applied Sciences.
12:5499.
2022
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Efficient Watermarking Method Based on Maximum Entropy Blocks Selection in Frequency Domain for Color Images.
IEEE Access.
10:52712-52723.
2022
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Emotion Self-Regulation in Neurotic Students: A Pilot Mindfulness-Based Intervention to Assess Its Effectiveness through Brain Signals and Behavioral Data.
Sensors.
22:2703.
2022
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Role of Power Converters in Inductive Power Transfer System for Public Transport—A Comprehensive Review.
Symmetry.
14:508.
2022
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Conversational Task Increases Heart Rate Variability of Individuals Susceptible to Perceived Social Isolation.
International Journal of Environmental Research and Public Health.
18:9858.
2021
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Detection of Collaterals from Cone-Beam CT Images in Stroke.
Sensors.
21:8099.
2021
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3D Printed Robot Hand Structure Using Four-Bar Linkage Mechanism for Prosthetic Application.
Sensors.
20:4174.
2020
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Classification of Neuroticism using Psychophysiological Signals During Speaking Task based on Two Different Baseline Measurements.
International Journal of Integrated Engineering.
11.
2019
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Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory.
Frontiers in Neuroinformatics.
13.
2019
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Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait.
PLOS ONE.
14:e0219839.
2019
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Classification of Human Daily Activities Using Ensemble Methods Based on Smartphone Inertial Sensors.
Sensors.
18:4132.
2018
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A Hybrid Chebyshev-ICA Image Fusion Method Based on Regional Saliency.
TELKOMNIKA (Telecommunication Computing Electronics and Control).
15:934.
2017
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A Hybrid Chebyshev-ICA Image Fusion Method Based on Regional Saliency.
TELKOMNIKA (Telecommunication Computing Electronics and Control).
15:934.
2017
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Review of EEG and ERP studies of extraversion personality for baseline and cognitive tasks.
Personality and Individual Differences.
119:323-332.
2017
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Analysis of Foveal Avascular Zone for grading of Diabetic Retinopathy.
International Journal of Biomedical Engineering and Technology.
6:232.
2011
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Analysis of retinal fundus images for grading of diabetic retinopathy severity.
Medical & Biological Engineering & Computing.
49:693-700.
2011
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Determination of foveal avascular zone in diabetic retinopathy digital fundus images.
Computers in Biology and Medicine.
40:657-664.
2010
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Extraction and reconstruction of retinal vasculature.
Journal of Medical Engineering & Technology.
31:435-442.
2007
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A Novel Hybrid Deep Learning Model Based on Simulated Annealing and Cuckoo Search Algorithms for Automatic Radiomics‐Based COVID‐19 Diagnosis.
Applied Computational Intelligence and Soft Computing.
2025:8829294.
2025
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book
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chapter
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Multiple Users to Remote Access Teaching Platform.
Lecture Notes in Educational Technology.
702-714.
2024
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Surface Interpolation Using Partially Blended Rational Bi-Quartic Spline.
Theoretical, Modelling and Numerical Simulations Toward Industry 4.0.
53-70.
2021
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Global Based Thermal Image Registration for Diagnosis of Morphoea.
IFMBE Proceedings.
76-81.
2016
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Toward a Fully Automated DR Grading System.
IFMBE Proceedings.
663-666.
2011
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Determination of Retinal Pigments from Fundus Images using Independent Component Analysis.
IFMBE Proceedings.
555-558.
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Multiple Users to Remote Access Teaching Platform.
Lecture Notes in Educational Technology.
702-714.
2024
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conference paper
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A Time-Efficient Deep Learning Approach for Real-Time EEG-Based Driver Drowsiness Detection.
391-395.
2024
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A Comparative Study on Deep Feature Extraction Approaches for Visual Tracking of Industrial Robots
2022
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Effectiveness of Brief Mindfulness-based Intervention among Students with High Neuroticism based on Peripheral Physiological Data: A Preliminary Study
2022
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Investigating the Impact of Illumination and Viewpoint Variations on Transformer-based Person Re-Identification
2022
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Multispectral Image Analysis for Crop Health Monitoring System
2022
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Potato Crop Health Assessment Using Multispectral Image Analysis
2022
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Smart Health Monitoring Wristband with Auto-Alert Function
2022
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Synthetic to Real Gap Estimation of Autonomous Driving Datasets using Feature Embedding
2022
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EMG Signals Classification on Human Activity Recognition using Machine Learning Algorithm
2021
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Classification of Neurological States from Biosensor Signals Based on Statistical Features
2019
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Feature selection of Human Daily Activities using Ensemble method Classification
2019
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Analysis of Retinal Vessel Segmentation with Deep Learning and its Effect on Diabetic Retinopathy Classification
2018
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EEG Motor Imagery Signal Classification Using Firefly Support Vector Machine
2018
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Ensemble Methods for Classifying of Human Activity Recognition
2018
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Classification of human activity based on smartphone inertial sensor using support vector machine
2017
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Cerebral vessel enhancement using bilateral and Hessian-based filter
2016
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Development of a model for sEMG based joint-torque estimation using Swarm techniques
2016
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Effect of muscle activities on gait for the lower extremities
2016
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Multimodal image registration for potential diagnosis and monitoring of morphoea using a hybrid NGC method
2016
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Robotics rehabilitation for assessment of activities of daily living (ADL)
2016
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Role of EEG delta and beta oscillations during problem solving tasks
2016
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Innovations for teaching and learning: An exploration of the potential of EEG for individual and group learning activities
2015
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Analysis of foveal avascular zone in colour fundus images for grading of diabetic retinopathy severity
2010
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Modeling Cardiac Signal as tomographic mapping
2010
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Image enhancement: A composite image approach using contourlet transform
2009
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A Time-Efficient Deep Learning Approach for Real-Time EEG-Based Driver Drowsiness Detection.
391-395.
2024
Background
education and training
- M.Sc. in Electrical and Electronics Engineering, Universiti Teknologi PETRONAS
- Ph.D. in Electrical and Electronics Engineering, Imperial College London 2010 - 2014
- B.E. in Electrical and Electronics Engineering, University of the Ryukyus 1998 - 2002
Contact
full name
- Lila Iznita binti Izhar
primary email
- lila.izhar@utp.edu.my
webpage
Publications in VIVO
- Contact Info
- Websites