E. Y. K. Ng

Orcid: 0000-0002-5701-1080

Affiliations:
  • Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore


According to our database1, E. Y. K. Ng authored at least 114 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Design and validation of dual-point time-differentiated photoplethysmogram (2PPG) wearable for cuffless blood pressure estimation.
Comput. Methods Programs Biomed., 2024

Enhanced thyroid nodule segmentation through U-Net and VGG16 fusion with feature engineering: A comprehensive study.
Comput. Methods Programs Biomed., 2024

Evaluating Radiomics Feature Reduction for Thyroid Nodule Segmentation in Thermal Imaging.
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications, 2024

2023
Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool.
Comput. Methods Programs Biomed., December, 2023

Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients.
Sensors, September, 2023

An Integrated Intelligent System for Breast Cancer Detection at Early Stages Using IR Images and Machine Learning Methods with Explainability.
SN Comput. Sci., March, 2023

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals.
Comput. Methods Programs Biomed., February, 2023

Radiomics Feature Selection from Thyroid Thermal Images to Improve Thyroid Nodules Interpretations.
Proceedings of the Artificial Intelligence Over Infrared Images for Medical Applications (AIIIMA 2023), 2023

2022
Comparing Different Algorithms for the Pseudo-Coloring of Myocardial Perfusion Single-Photon Emission Computed Tomography Images.
J. Imaging, December, 2022

An improved federated learning approach enhanced internet of health things framework for private decentralized distributed data.
Inf. Sci., 2022

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals.
Comput. Biol. Medicine, 2022

Infrared Technology for Vascular Abnormality in Finding of Abdominal Aortic Aneurysm.
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

Intelligent Diagnosis of Breast Cancer with Thermograms using Convolutional Neural Networks.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
A Deep Segmentation Network of Multi-Scale Feature Fusion Based on Attention Mechanism for IVOCT Lumen Contour.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

A Multiscale Attention Network for Remote Sensing Scene Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Corrigendum to 'An Introduction to the Cyrcadia Breast Monitor: A Wearable Breast Health Monitoring Device'[Computer Methods and Programs in Biomedicine 197: 105758].
Comput. Methods Programs Biomed., 2021

A method to produce high contrast vein visualization in active dynamic thermography (ADT).
Comput. Biol. Medicine, 2021

Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals.
Comput. Biol. Medicine, 2021

Transfer learning-based approach for detecting COVID-19 ailment in lung CT scan.
Comput. Biol. Medicine, 2021

Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images.
Biomed. Signal Process. Control., 2021

2020
A New Transfer Function for Volume Visualization of Aortic Stent and Its Application to Virtual Endoscopy.
ACM Trans. Multim. Comput. Commun. Appl., 2020

A Special Section on Medical Image and Physics Analysis of Human Physiology and Dysfunction.
J. Medical Imaging Health Informatics, 2020

A Special Section on Machine Intelligence Applied to Bioinformatics and Statistical Analysis.
J. Medical Imaging Health Informatics, 2020

A Special Section on Emerging Techniques for Biomedical Imaging.
J. Medical Imaging Health Informatics, 2020

A Special Section on Emerging Techniques for Biomedical Imaging - Part 3.
J. Medical Imaging Health Informatics, 2020

An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection.
J. Medical Imaging Health Informatics, 2020

An introduction to the Cyrcadia Breast Monitor: A wearable breast health monitoring device.
Comput. Methods Programs Biomed., 2020

A computational intelligence tool for the detection of hypertension using empirical mode decomposition.
Comput. Biol. Medicine, 2020

Automated diagnostic tool for hypertension using convolutional neural network.
Comput. Biol. Medicine, 2020

Skin temperature maps as a measure of carotid artery stenosis.
Comput. Biol. Medicine, 2020

Active dynamic thermography to detect the presence of stenosis in the carotid artery.
Comput. Biol. Medicine, 2020

2019
Rapid extraction of the hottest or coldest regions of medical thermographic images.
Medical Biol. Eng. Comput., 2019

A Special Section on Health Informatics and Management Based on Medical Image Analysis.
J. Medical Imaging Health Informatics, 2019

A Special Section on Medical Data Analysis Based on Image and Signal Processing with Machine Learning Application in Cardiology.
J. Medical Imaging Health Informatics, 2019

An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation.
J. Medical Imaging Health Informatics, 2019

A Special Section on Approaches and Techniques for Biomedical Imaging - Part 2.
J. Medical Imaging Health Informatics, 2019

A Special Section on Approaches and Techniques for Biomedical Imaging - Part 1.
J. Medical Imaging Health Informatics, 2019

A Special Section on Approaches and Techniques for Biomedical Imaging - Part 3.
J. Medical Imaging Health Informatics, 2019

Patient-Specific Coronary Artery 3D Printing Based on Intravascular Optical Coherence Tomography and Coronary Angiography.
Complex., 2019

<sup>99m</sup>Tc-MAG<sub>3</sub> diuresis renography in differentiating renal obstruction: Using statistical parameters as new quantifiable indices.
Comput. Biol. Medicine, 2019

Infrared (IR) thermography as a potential screening modality for carotid artery stenosis.
Comput. Biol. Medicine, 2019

Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types.
Comput. Biol. Medicine, 2019

SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram.
Comput. Biol. Medicine, 2019

Automated detection of glaucoma using optical coherence tomography angiogram images.
Comput. Biol. Medicine, 2019

Automatic Detection Approach for Bioresorbable Vascular Scaffolds Using a U-Shaped Convolutional Neural Network.
IEEE Access, 2019

An IoT-Based Framework of Webvr Visualization for Medical Big Data in Connected Health.
IEEE Access, 2019

An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolutional Neural Networks.
IEEE Access, 2019

Pyramidal Optical Flow Method-Based Lightweight Monocular 3D Vascular Point Cloud Reconstruction.
IEEE Access, 2019

A Nine Months Follow-up Study of Hemodynamic Effect on Bioabsorbable Coronary Stent Implantation.
IEEE Access, 2019

A Clustering Based Transfer Function for Volume Rendering Using Gray-Gradient Mode Histogram.
IEEE Access, 2019

2018
Sensors and Data Processing Techniques for Future Medicine.
J. Sensors, 2018

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.
Comput. Biol. Medicine, 2018

Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques.
Comput. Biol. Medicine, 2018

Automated detection of retinal health using PHOG and SURF features extracted from fundus images.
Appl. Intell., 2018

Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure.
IEEE Access, 2018

2016
Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2).
Comput. Biol. Medicine, 2016

An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).
Comput. Biol. Medicine, 2016

2015
Numerical Methods and Applications in Biomechanical Modeling 2014.
Comput. Math. Methods Medicine, 2015

Kinematic, Dynamic, and Energy Characteristics of Diastolic Flow in the Left Ventricle.
Comput. Math. Methods Medicine, 2015

Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study.
Comput. Biol. Medicine, 2015

Decision support system for the glaucoma using Gabor transformation.
Biomed. Signal Process. Control., 2015

2014
Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images.
Medical Biol. Eng. Comput., 2014

Higher order spectra analysis of breast thermograms for the automated identification of breast cancer.
Expert Syst. J. Knowl. Eng., 2014

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images.
Comput. Biol. Medicine, 2014

2013
Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach.
Knowl. Based Syst., 2013

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction.
Int. J. Neural Syst., 2013

CFD Modelling of Abdominal Aortic Aneurysm on Hemodynamic Loads Using a Realistic Geometry with CT.
Comput. Math. Methods Medicine, 2013

Numerical Methods and Applications in Biomechanical Modeling.
Comput. Math. Methods Medicine, 2013

Computer-aided diagnosis of diabetic retinopathy: A review.
Comput. Biol. Medicine, 2013

2012
Evaluation of the Efficiency of Biofield Diagnostic System in Breast Cancer Detection Using Clinical Study Results and Classifiers.
J. Medical Syst., 2012

Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review.
J. Medical Syst., 2012

An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters.
J. Medical Syst., 2012

Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine.
J. Medical Syst., 2012

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals.
Int. J. Neural Syst., 2012

Fluid-dynamics modelling of the human left ventricle with dynamic mesh for normal and myocardial infarction: Preliminary study.
Comput. Biol. Medicine, 2012

Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function.
J. Medical Syst., 2011

The Use of Skin Surface Electropotentials for Breast Cancer Detection - Preliminary Clinical Trial Results Obtained Using the Biofield Diagnostic System.
J. Medical Syst., 2011

Topic of Special Issue: Distributed Diagnosis and Home Healthcare.
J. Medical Syst., 2011

Towards the Systematic Development of Medical Networking Technology.
J. Medical Syst., 2011

Estimating the Mutual Information Between Bilateral Breast in Thermograms Using Nonparametric Windows.
J. Medical Syst., 2011

2010
Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images.
J. Medical Syst., 2010

Comparison of nucleotide DNA alignment search programmes.
Int. J. Medical Eng. Informatics, 2010

A novel brain-inspired neural cognitive approach to SARS thermal image analysis.
Expert Syst. Appl., 2010

Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation.
Digit. Signal Process., 2010

2009
Applying Taguchi's off-line quality control method and ANOVA on the maneuverability of the F-5E intake.
Math. Comput. Model., 2009

Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data.
J. Medical Syst., 2009

Analysis of Normal Human Eye with Different Age Groups using Infrared Images.
J. Medical Syst., 2009

A boundary element model for investigating the effects of eye tumor on the temperature distribution inside the human eye.
Comput. Biol. Medicine, 2009

Use of Data Mining Techniques for Improved Detection of Breast Cancer with Biofield Diagnostic System.
Proceedings of the Engineering Applications of Neural Networks, 2009

2008
Numerical study of the swirl flow in F-5E intake with subsonic speeds.
Math. Comput. Model., 2008

A comparative study between the two-dimensional and three-dimensional human eye models.
Math. Comput. Model., 2008

Optimization of Nanoparticle Drug Microcarrier on the Pharmacokinetics of Drug Release: A Preliminary Study.
J. Medical Syst., 2008

Imaging Systems of Human Eye: A Review.
J. Medical Syst., 2008

Computer-Based Identification of Breast Cancer Using Digitized Mammograms.
J. Medical Syst., 2008

Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages.
J. Medical Syst., 2008

An integrated software tool for detecting criminals using DNA databases.
J. Comput. Methods Sci. Eng., 2008

Identification of different stages of diabetic retinopathy using retinal optical images.
Inf. Sci., 2008

Simulation of aqueous humor hydrodynamics in human eye heat transfer.
Comput. Biol. Medicine, 2008

A boundary element model of the human eye undergoing laser thermokeratoplasty.
Comput. Biol. Medicine, 2008

2007
Detection and differentiation of breast cancer using neural classifiers with first warning thermal sensors.
Inf. Sci., 2007

A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure.
Expert Syst. Appl., 2007

Ocular surface temperature: A 3D FEM prediction using bioheat equation.
Comput. Biol. Medicine, 2007

Numerical modelling of biopotential field for detection of breast tumour.
Comput. Biol. Medicine, 2007

2006
Parametric study of the biopotential equation for breast tumour identification using ANOVA and Taguchi method.
Medical Biol. Eng. Comput., 2006

FEM simulation of the eye structure with bioheat analysis.
Comput. Methods Programs Biomed., 2006

Cardiac health diagnosis using data fusion of cardiovascular and haemodynamic signals.
Comput. Methods Programs Biomed., 2006

Computer-Based Classification of Eye Diseases.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004
Laser Doppler perfusion imaging for the study of alternative medicine.
Int. J. Comput. Appl. Technol., 2004

2003
Numerical Studies Of Developing Flow In Microchannel.
Int. J. Comput. Eng. Sci., 2003

A Multi-Coefficient Slip Model For Ultra-Thin Gas Film Lubrication.
Int. J. Comput. Eng. Sci., 2003

Cyber Heart: The Employment of an Iterative Design Process to Develop a Left Ventricular Heart Graphical Display.
Proceedings of the 2nd International Conference on Cyberworlds (CW 2003), 2003

2001
Direct Solution of Navier-Stokes Equation on Moving Physical Computational Domain.
Int. J. Comput. Eng. Sci., 2001

Numerical Evaluation of Heat and Fluid Flow within Rotating Disks.
Int. J. Comput. Eng. Sci., 2001


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