Search Results - Taiyu Zhu

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  1. 1
    Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An <i>In Silico</i> Validation

    Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An <i>In Silico</i> Validation by Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

    Published 2020
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  2. 2
    Deep Learning for Diabetes: A Systematic Review

    Deep Learning for Diabetes: A Systematic Review by Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

    Published 2020
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  3. 3
    Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning

    Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning by Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

    Published 2022
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  4. 4
    GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks

    GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks by Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

    Published 2023
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  5. 5
    GluNet: A Deep Learning Framework for Accurate Glucose Forecasting

    GluNet: A Deep Learning Framework for Accurate Glucose Forecasting by Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou

    Published 2019
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  6. 6
    Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes

    Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes by Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou

    Published 2020
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  7. 7
    An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning

    An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning by Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou

    Published 2020
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  8. 8
    Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge

    Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge by Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou

    Published 2021
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  9. 9
    Enhancing self-management in type 1 diabetes with wearables and deep learning

    Enhancing self-management in type 1 diabetes with wearables and deep learning by Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou

    Published 2022
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  10. 10
    Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge

    Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge by Taiyu Zhu, Lei Kuang, Chengzhe Piao, Junming Zeng, Kezhi Li, Pantelis Georgiou

    Published 2024
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  11. 11
    GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series

    GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series by Chengzhe Piao, Taiyu Zhu, Stephanie Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li

    Published 2025
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