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Computer Science

D-Index
47
Citations
12641
World Ranking
6351
National Ranking
84

Overview

Jen Hong Tan is affiliated with the National University of Singapore in Singapore. Their research spans multiple areas at the intersection of medicine and computer science, with a focus on artificial intelligence applications in healthcare and neuroscience.

Their work addresses diverse topics including EEG and brain-computer interfaces, artificial intelligence in healthcare and education, machine learning in healthcare, ECG monitoring and analysis, colorectal cancer screening and detection, AI in cancer detection, and emotion and mood recognition.

Frequent coauthors of Jen Hong Tan include Gerald Gui Ren Sng, Joshua Yi Min Tung, U. Rajendra Acharya, Daniel Yan Zheng Lim, and Ru-San Tan.

Tan has published studies in several venues, notably:

  • Computer Methods and Programs in Biomedicine
  • arXiv (Cornell University)
  • Frontiers in Neuroscience
  • JMIR AI
  • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery

Some recent publications include:

  • "An Investigation of Deep Learning Models for EEG-Based Emotion Recognition" (2020) published in Frontiers in Neuroscience
  • "Automated anxiety detection using probabilistic binary pattern with ECG signals" (2024) in Computer Methods and Programs in Biomedicine
  • "Preserving privacy in healthcare: A systematic review of deep learning approaches for synthetic data generation" (2024) in Computer Methods and Programs in Biomedicine
  • "Machine Learning-Based Prediction for High Health Care Utilizers by Using a Multi-Institutional Diabetes Registry: Model Training and Evaluation" (2024) in JMIR AI
  • "Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review" (2025) in Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery

Their research contributions encompass subfields such as artificial intelligence, cognitive neuroscience, cardiology and cardiovascular medicine, health informatics, and oncology. This diversified expertise aligns with their multidisciplinary approach to healthcare challenges.

Best Publications

  • Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.

    U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Shu Lih Oh;Yuki Hagiwara;Jen Hong Tan

  • A deep convolutional neural network model to classify heartbeats

    U. Rajendra Acharya;Shu Lih Oh;Yuki Hagiwara;Jen Hong Tan

  • Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

    U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Hamido Fujita;Shu Lih Oh;Yuki Hagiwara

  • Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

    U. Rajendra Acharya;Hamido Fujita;Oh Shu Lih;Yuki Hagiwara

  • Automated EEG-based screening of depression using deep convolutional neural network.

    U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Shu Lih Oh;Yuki Hagiwara;Jen Hong Tan

  • Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images

    U Raghavendra;Hamido Fujita;Sulatha V Bhandary;Anjan Gudigar

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

    U. Rajendra Acharya;E. Y. Ng;Jen-Hong Tan;S. Vinitha Sree

  • Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network

    U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Hamido Fujita;Oh Shu Lih;Muhammad Adam

  • Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.

    Jen Hong Tan;Yuki Hagiwara;Winnie Pang;Ivy Lim

  • Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

    U. Rajendra Acharya;Hamido Fujita;Shu Lih Oh;Yuki Hagiwara

  • Infrared thermography on ocular surface temperature: A review

    Jen-Hong Tan;E.Y.K. Ng;U. Rajendra Acharya;C. Chee

  • Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network

    U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Hamido Fujita;Shu Lih Oh;U. Raghavendra

  • Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network

    Jen Hong Tan;Hamido Fujita;Sobha Sivaprasad;Sulatha V. Bhandary

  • Automated detection and localization of myocardial infarction using electrocardiogram

    U. Rajendra Acharya;Hamido Fujita;Vidya K. Sudarshan;Shu Lih Oh

  • Application of empirical mode decomposition (emd) for automated detection of epilepsy using EEG signals.

    Roshan Joy Martis;U. Rajendra Acharya;U. Rajendra Acharya;Jen Hong Tan;Andrea Petznick

  • Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network

    Jen Hong Tan;U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Sulatha V. Bhandary;Kuang Chua Chua

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

    U. Rajendra Acharya;E. Y. Ng;Jen-Hong Tan;S. Vinitha Sree

  • Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review

    Yuki Hagiwara;Hamido Fujita;Shu Lih Oh;Jen Hong Tan

  • Computer-Aided diagnosis of glaucoma using fundus images: A review

    Yuki Hagiwara;Joel En Wei Koh;Jen Hong Tan;Sulatha V. Bhandary

  • An Investigation of Deep Learning Models for EEG-Based Emotion Recognition

    Unknown

  • Age-related Macular Degeneration detection using deep convolutional neural network

    Jen Hong Tan;Sulatha V. Bhandary;Sobha Sivaprasad;Yuki Hagiwara

Frequent Co-Authors

U. Rajendra Acharya
U. Rajendra Acharya University of Southern Queensland
Shu Lih Oh
Shu Lih Oh Ngee Ann Polytechnic
Hamido Fujita
Hamido Fujita University of Technology Malaysia
Eddie Y. K. Ng
Eddie Y. K. Ng Nanyang Technological University
Joel En Wei Koh
Joel En Wei Koh Ngee Ann Polytechnic
Markus R. Wenk
Markus R. Wenk Hamad bin Khalifa University
Vinod Chandran
Vinod Chandran Queensland University of Technology
Hojjat Adeli
Hojjat Adeli The Ohio State University
Guanghou Shui
Guanghou Shui Chinese Academy of Sciences
Jasjit S. Suri
Jasjit S. Suri University of Idaho

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