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E. Y. K. Ng

Researcher Next ID · RN-036932

Researcher · Engineering

Nanyang Technological University

Singapore, Singapore

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Accepting doctoral researchersFunding unknown
Works count
571
Citation count
14,899
H-index
60
i10-index
256

Research interests

Engineering
Medicine
Infrared Thermography in Medicine
Thermography and Photoacoustic Techniques
Thermoregulation and physiological responses
Wind Energy Research and Development
Retinal Imaging and Analysis

Publications

  • Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

    Computers in Biology and Medicine · 2022 · 10.1016/j.compbiomed.2022.105550

  • Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

    Computers in Biology and Medicine · 2022 · 10.1016/j.compbiomed.2022.105550

  • Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals

    Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104457

  • Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals

    Computers in Biology and Medicine · 2021 · 10.1016/j.compbiomed.2021.104457

  • Imaging modalities to diagnose carotid artery stenosis: progress and prospect

    BioMedical Engineering OnLine · 2019 · 10.1186/s12938-019-0685-7

  • Imaging modalities to diagnose carotid artery stenosis: progress and prospect

    BioMedical Engineering OnLine · 2019 · 10.1186/s12938-019-0685-7

  • Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types

    Computers in Biology and Medicine · 2018 · 10.1016/j.compbiomed.2018.12.012

  • Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

    Computers in Biology and Medicine · 2018 · https://doi.org/10.1016/j.compbiomed.2018.06.002

  • Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types

    Computers in Biology and Medicine · 2018 · 10.1016/j.compbiomed.2018.12.012

  • Physical mechanism and modeling of heat generation and transfer in magnetic fluid hyperthermia through Néelian and Brownian relaxation: a review

    BioMedical Engineering OnLine · 2017 · 10.1186/s12938-017-0327-x

  • Physical mechanism and modeling of heat generation and transfer in magnetic fluid hyperthermia through Néelian and Brownian relaxation: a review

    BioMedical Engineering OnLine · 2017 · 10.1186/s12938-017-0327-x

  • Decision support system for the glaucoma using Gabor transformation

    Biomedical Signal Processing and Control · 2014 · 10.1016/j.bspc.2014.09.004

  • Decision support system for the glaucoma using Gabor transformation

    Biomedical Signal Processing and Control · 2014 · 10.1016/j.bspc.2014.09.004

  • Computer-aided diagnosis of diabetic retinopathy: A review

    Computers in Biology and Medicine · 2013 · https://doi.org/10.1016/j.compbiomed.2013.10.007

  • Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

    Knowledge-Based Systems · 2012 · 10.1016/j.knosys.2012.09.008

  • Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

    Knowledge-Based Systems · 2012 · 10.1016/j.knosys.2012.09.008

  • APPLICATION OF EMPIRICAL MODE DECOMPOSITION (EMD) FOR AUTOMATED DETECTION OF EPILEPSY USING EEG SIGNALS

    International Journal of Neural Systems · 2012 · 10.1142/s012906571250027x

  • APPLICATION OF EMPIRICAL MODE DECOMPOSITION (EMD) FOR AUTOMATED DETECTION OF EPILEPSY USING EEG SIGNALS

    International Journal of Neural Systems · 2012 · 10.1142/s012906571250027x

  • An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters

    Journal of Medical Systems · 2011 · 10.1007/s10916-011-9663-8

  • An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters

    Journal of Medical Systems · 2011 · 10.1007/s10916-011-9663-8

  • Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review

    Journal of Medical Systems · 2010 · https://doi.org/10.1007/s10916-010-9454-7

  • Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine

    Journal of Medical Systems · 2010 · https://doi.org/10.1007/s10916-010-9611-z

  • Mathematical Modeling of Skin Bioheat Transfer

    Applied Mechanics Reviews · 2009 · 10.1115/1.3124646

  • Computer-based detection of diabetes retinopathy stages using digital fundus images

    Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · 2009 · 10.1243/09544119jeim486

  • Infrared thermography on ocular surface temperature: A review

    Infrared Physics & Technology · 2009 · 10.1016/j.infrared.2009.05.002

  • Computer-based detection of diabetes retinopathy stages using digital fundus images

    Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · 2009 · 10.1243/09544119jeim486

  • Mathematical Modeling of Skin Bioheat Transfer

    Applied Mechanics Reviews · 2009 · 10.1115/1.3124646

  • Infrared thermography on ocular surface temperature: A review

    Infrared Physics & Technology · 2009 · 10.1016/j.infrared.2009.05.002

  • Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images

    Journal of Medical Systems · 2008 · 10.1007/s10916-008-9213-1

  • A review of thermography as promising non-invasive detection modality for breast tumor

    International Journal of Thermal Sciences · 2008 · https://doi.org/10.1016/j.ijthermalsci.2008.06.015

  • Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages

    Journal of Medical Systems · 2008 · 10.1007/s10916-008-9154-8

  • Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages

    Journal of Medical Systems · 2008 · 10.1007/s10916-008-9154-8

  • Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images

    Journal of Medical Systems · 2008 · 10.1007/s10916-008-9213-1

  • Identification of different stages of diabetic retinopathy using retinal optical images

    Information Sciences · 2007 · 10.1016/j.ins.2007.07.020

  • Identification of different stages of diabetic retinopathy using retinal optical images

    Information Sciences · 2007 · 10.1016/j.ins.2007.07.020

  • FEM simulation of the eye structure with bioheat analysis

    Computer Methods and Programs in Biomedicine · 2006 · 10.1016/j.cmpb.2006.04.001

  • FEM simulation of the eye structure with bioheat analysis

    Computer Methods and Programs in Biomedicine · 2006 · 10.1016/j.cmpb.2006.04.001

  • A perspective on medical infrared imaging

    Journal of Medical Engineering & Technology · 2005 · 10.1080/03091900512331333158

  • A perspective on medical infrared imaging

    Journal of Medical Engineering & Technology · 2005 · 10.1080/03091900512331333158

  • An improved three-dimensional direct numerical modelling and thermal analysis of a female breast with tumour

    Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · 2001 · 10.1243/0954411011533508

  • An improved three-dimensional direct numerical modelling and thermal analysis of a female breast with tumour

    Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · 2001 · 10.1243/0954411011533508

Current projects

    No projects listed.