E. Y. K. Ng
Orcid: 0000-0002-5701-1080Affiliations:
- Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore
According to our database1,
E. Y. K. Ng
authored at least 113 papers
between 2001 and 2024.
Collaborative distances:
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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
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
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
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
J. Medical Imaging Health Informatics, 2020
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
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Active dynamic thermography to detect the presence of stenosis in the carotid artery.
Comput. Biol. Medicine, 2020
2019
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
J. Medical Imaging Health Informatics, 2019
J. Medical Imaging Health Informatics, 2019
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
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
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
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
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
Comput. Math. Methods Medicine, 2013
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
J. Medical Syst., 2011
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
Int. J. Medical Eng. Informatics, 2010
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
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
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
J. Medical Syst., 2008
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages.
J. Medical Syst., 2008
J. Comput. Methods Sci. Eng., 2008
Identification of different stages of diabetic retinopathy using retinal optical images.
Inf. Sci., 2008
Comput. Biol. Medicine, 2008
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
Comput. Biol. Medicine, 2007
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
Comput. Methods Programs Biomed., 2006
Cardiac health diagnosis using data fusion of cardiovascular and haemodynamic signals.
Comput. Methods Programs Biomed., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2004
Int. J. Comput. Appl. Technol., 2004
2003
Int. J. Comput. Eng. Sci., 2003
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
Int. J. Comput. Eng. Sci., 2001
Numerical Evaluation of Heat and Fluid Flow within Rotating Disks.
Int. J. Comput. Eng. Sci., 2001