2006 · Medical & Biological Engineering & Computing
Heart rate variability: a review
2,820 citationsRead
Most cited
1,140 papers in total2021 · Information Fusion
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2,703 citationsRead
2020 · Computers in Biology and Medicine
Automated detection of COVID-19 cases using deep neural networks with X-ray images
2,611 citationsRead
2017 · Computers in Biology and Medicine
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
1,654 citationsRead
2017 · Computers in Biology and Medicine
A deep convolutional neural network model to classify heartbeats
1,426 citationsRead
2018 · Computer Methods and Programs in Biomedicine
Deep learning for healthcare applications based on physiological signals: A review
1,034 citationsRead
Newest first
1,140 papers in total2024
2023
- Remote patient monitoring using artificial intelligence: Current state, applications, and challengesWiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 514 citations
- Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendationsInformation Fusion · 468 citations
- Emotion recognition in EEG signals using deep learning methods: A reviewComputers in Biology and Medicine · 225 citations
- Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)Computers in Biology and Medicine · 218 citations
- Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatmentBrain Informatics · 156 citations
- Multi-modality approaches for medical support systems: A systematic review of the last decadeInformation Fusion · 143 citations
2022
- Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)Computer Methods and Programs in Biomedicine · 724 citations
- Artificial Intelligence Enabled Personalised Assistive Tools to Enhance Education of Children with Neurodevelopmental Disorders—A ReviewInternational Journal of Environmental Research and Public Health · 264 citations
- Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signalsComputers in Biology and Medicine · 209 citations
- Automated emotion recognition: Current trends and future perspectivesComputer Methods and Programs in Biomedicine · 172 citations
- An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future worksComputers in Biology and Medicine · 164 citations
- Automated detection of ADHD: Current trends and future perspectiveComputers in Biology and Medicine · 155 citations
- Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimizationJournal of Applied Biomedicine · 149 citations
- The internet of medical things and artificial intelligence: trends, challenges, and opportunitiesJournal of Applied Biomedicine · 139 citations
- Application of photoplethysmography signals for healthcare systems: An in-depth reviewComputer Methods and Programs in Biomedicine · 129 citations
- Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A reviewFrontiers in Molecular Neuroscience · 119 citations
2021
- Epileptic Seizures Detection Using Deep Learning Techniques: A ReviewInternational Journal of Environmental Research and Public Health · 460 citations
- Transfer learning techniques for medical image analysis: A reviewJournal of Applied Biomedicine · 369 citations
- Application of artificial intelligence in wearable devices: Opportunities and challengesComputer Methods and Programs in Biomedicine · 369 citations
- Deep learning model for automated kidney stone detection using coronal CT imagesComputers in Biology and Medicine · 241 citations
- Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learningComputers in Biology and Medicine · 237 citations
- Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A reviewComputers in Biology and Medicine · 188 citations
- Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray imagesBiomedical Signal Processing and Control · 184 citations
- SPWVD-CNN for Automated Detection of Schizophrenia Patients Using EEG SignalsIEEE Transactions on Instrumentation and Measurement · 182 citations
- Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signalsComputers in Biology and Medicine · 168 citations
- Automated ASD detection using hybrid deep lightweight features extracted from EEG signalsComputers in Biology and Medicine · 158 citations
- Interpretation of radiomics features–A pictorial reviewComputer Methods and Programs in Biomedicine · 154 citations
- Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropiesBiomedical Signal Processing and Control · 150 citations
- PDCNNet: An Automatic Framework for the Detection of Parkinson’s Disease Using EEG SignalsIEEE Sensors Journal · 145 citations
Research in numbers
From OpenAlex- article192
- review5
- preprint2
- book1
- Computers in Biology and Medicine34
- Computer Methods and Programs in Biomedicine19
- Knowledge-Based Systems14
- Journal of Medical Systems12
- Biomedical Signal Processing and Control10
- Shu Lih Oh22
- Jen Hong Tan22
- Ru‐San Tan20
- Oliver Faust19
- Yuki Hagiwara19
Experience and education
Universities
2020 to 2024Asia University
2012 to 2023National University of Singapore
2020 to 2023Deakin University
2020Iran University of Medical Sciences
2005 to 2019University of Massachusetts Chan Medical School
2013Toho University
2010Chiba University
2002Manipal Academy of Higher Education
Industry and labs
2019 to 2022National Institutes of Health
2004Leidos (United States)