Tai-Yu Zhu

Most-cited papers

1. Deep Learning for Diabetes: A Systematic Review

   Tai-Yu Zhu, Ke-Zhi Li, P. Herrero, P. Georgiou

   2020IEEE journal of biomedical and health informatics208 citations Open access

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2. GluNet: A Deep Learning Framework for Accurate Glucose Forecasting

   Ke-Zhi Li, Chengyuan Liu, Tai-Yu Zhu, P. Herrero +1 more

   2020IEEE journal of biomedical and health informatics197 citations Open access

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3. Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes

   Tai-Yu Zhu, Ke-Zhi Li, Jianwei Chen, P. Herrero +1 more

   2020Journal of Healthcare Informatics Research137 citations Open access

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4. Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning

   Tai-Yu Zhu, Ke-Zhi Li, P. Herrero, P. Georgiou

   2022IEEE Transactions on Biomedical Engineering126 citations Open access

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5. Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation

   Tai-Yu Zhu, Ke-Zhi Li, P. Herrero, P. Georgiou

   2020IEEE journal of biomedical and health informatics117 citations Open access

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6. IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing

   Tai-Yu Zhu, Lei Kuang, John Daniels, P. Herrero +2 more

   2023IEEE Internet of Things Journal114 citations

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7. A Deep Learning Algorithm for Personalized Blood Glucose Prediction

   Tai-Yu Zhu, Ke-Zhi Li, P. Herrero, Jianwei Chen +1 more

   2018KHD@IJCAI106 citations

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8. Enhancing self-management in type 1 diabetes with wearables and deep learning

   Tai-Yu Zhu, Chukwuma Uduku, Ke-Zhi Li, P. Herrero +2 more

   2022npj Digital Medicine91 citations Open access

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9. An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning

   Tai-Yu Zhu, Ke-Zhi Li, Lei Kuang, P. Herrero +1 more

   2020Italian National Conference on Sensors75 citations Open access

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10. Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge

    Tai-Yu Zhu, Lei Kuang, Chengzhe Piao, Junming Zeng +2 more

    2024IEEE Transactions on Biomedical Circuits and Systems59 citations

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11. Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration

    Jianwei Chen, Ke-Zhi Li, P. Herrero, Tai-Yu Zhu +1 more

    2018KHD@IJCAI47 citations

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12. GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks

    Tai-Yu Zhu, Ke-Zhi Li, P. Herrero, P. Georgiou

    2023IEEE journal of biomedical and health informatics40 citations Open access

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13. Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks

    Tai-Yu Zhu, Xi Yao, Ke-Zhi Li, P. Herrero +1 more

    2020KDH@ECAI40 citations

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14. Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge

    Tai-Yu Zhu, Lei Kuang, Ke-Zhi Li, Junming Zeng +2 more

    2021International Symposium on Circuits and Systems37 citations Open access

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15. Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes

    Tai-Yu Zhu, Ke-Zhi Li, P. Georgiou

    2023IEEE journal of biomedical and health informatics30 citations Open access

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16. Edge-Based Temporal Fusion Transformer for Multi-Horizon Blood Glucose Prediction

    Tai-Yu Zhu, Tianrui Chen, Lei Kuangt, Junming Zeng +2 more

    2023International Symposium on Circuits and Systems23 citations

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17. An automatic deep reinforcement learning bolus calculator for automated insulin delivery systems

    Sayyar Ahmad, Aleix Beneyto, Tai-Yu Zhu, Iván Contreras +2 more

    2024Scientific Reports22 citations Open access

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18. A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management

    Giulia Noaro, Tai-Yu Zhu, G. Cappon, A. Facchinetti +1 more

    2023IEEE journal of biomedical and health informatics20 citations Open access

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19. Multi-Horizon Glucose Prediction Across Populations With Deep Domain Generalization

    Tai-Yu Zhu, Ioannis Afentakis, Ke-Zhi Li, Ryan Armiger +3 more

    2024IEEE journal of biomedical and health informatics18 citations Open access

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20. GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series

    Chengzhe Piao, Tai-Yu Zhu, S. Baldeweg, Paul Taylor +4 more

    2024Neural Networks17 citations

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21. A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning

    Tai-Yu Zhu, Ke-Zhi Li, P. Georgiou

    2019arXiv.org14 citations

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22. Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach

    Chengzhe Piao, Tai-Yu Zhu, Yu Wang, S. Baldeweg +5 more

    2024IEEE journal of biomedical and health informatics13 citations Open access

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23. Personalized Dual-Hormone Control for Type 1 Diabetes Using Deep Reinforcement Learning

    Tai-Yu Zhu, Ke-Zhi Li, P. Georgiou

    2020Explainable AI in Healthcare and Medicine8 citations

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24. StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems

    Tai-Yu Zhu, Yifan Wu, Wei-Lin Jin, Ying Li +1 more

    2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.24 citations Open access

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25. Empowering digital health management with on-device large language models for glucose prediction: a model development and validation study

    Tai-Yu Zhu, Joanna M. M. Howson, A. Nevado-holgado

    2026EBioMedicine3 citations Open access

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26. Evaluating large language models for assessment of psychosis risk

    Tai-Yu Zhu, Alexander Tashevski, M. Taquet, M. Azis +11 more

    2026npj Digital Medicine3 citations Open access

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27. Empowering digital health management with on-device large language models for glucose prediction

    Tai-Yu Zhu, Joanna M. M. Howson, Alejo Nevado-Holgado

    2025medRxiv3 citations Open access

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28. Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI

    Lei Kuang, Tai-Yu Zhu, Ke-Zhi Li, John Daniels +2 more

    2021Biomedical Circuits and Systems Conference3 citations Open access

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29. Drift Prediction and Chemical Reaction Identification for ISFETs using Deep Learning

    Yuting Xu, Lei Kuang, Tai-Yu Zhu, Junming Zeng +1 more

    2023International Symposium on Circuits and Systems1 citations

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30. Multimodal deep learning enhances genomic risk prediction for cardiometabolic diseases

    Tai-Yu Zhu, U. Ghose, Héctor Climente-González, Joanna M. M. Howson +2 more

    2026Briefings in Bioinformatics0 citations Open access

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31. Proteomic Signatures of Neuropathological Alterations in Alzheimer’s Disease: Insights from the Bio-Hermes Study

    Han-Jun Zhao, Tai-Yu Zhu, Buddhiprabha Erabadda, G. Leonenko +9 more

    2026bioRxiv0 citations Open access

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32. ReCast: Attribution-Oriented Step Representation Learning for LLM-Based Agent Systems

    Wei-Lin Jin, Ming-Yu Wang, Tai-Yu Zhu, Zi-Qi Zhou +6 more

    20260 citations

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