Taiyu Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Multivariate Time Series

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Chengzhe Piao, Taiyu Zhu, Yu Wang, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach. CoRR (2024)
Taiyu Zhu, Lei Kuang, Chengzhe Piao, Junming Zeng, Kezhi Li, Pantelis Georgiou
Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge. IEEE Trans. Biomed. Circuits Syst. 18 (2) (2024)
Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series. CoRR (2024)
Giulia Noaro, Taiyu Zhu, Giacomo Cappon, Andrea Facchinetti, Pantelis Georgiou
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Yuting Xu, Lei Kuang, Taiyu Zhu, Junming Zeng, Pantelis Georgiou
Drift Prediction and Chemical Reaction Identification for ISFETs using Deep Learning. ISCAS (2023)
Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou
IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing. IEEE Internet Things J. 10 (5) (2023)
Taiyu Zhu, Tianrui Chen, Lei Kuang, Junming Zeng, Kezhi Li, Pantelis Georgiou
Edge-Based Temporal Fusion Transformer for Multi-Horizon Blood Glucose Prediction. ISCAS (2023)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Taiyu Zhu, Kezhi Li, Pantelis Georgiou
Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Wang Zhehe, Shuang Li, Jiabao Jiang, Chunteng Wang, Xianchao Wang, Taiyu Zhu
Design of Memory Shifting System Based on Dual-Space Storage Architecture. IEEE Access 10 (2022)
Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou
Enhancing self-management in type 1 diabetes with wearables and deep learning. npj Digit. Medicine 5 (2022)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Deep Learning for Diabetes: A Systematic Review. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou
Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge. ISCAS (2021)
Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou
Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI. BioCAS (2021)
Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou
An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning. Sensors 20 (18) (2020)
Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou
GluNet: A Deep Learning Framework for Accurate Glucose Forecasting. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou
Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. KDH@ECAI (2020)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. CoRR (2020)
Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou
Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. J. Heal. Informatics Res. 4 (3) (2020)
Taiyu Zhu, Kezhi Li, Pantelis Georgiou
A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning. CoRR (2019)
Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou
A Deep Learning Algorithm for Personalized Blood Glucose Prediction. KHD@IJCAI (2018)
Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou
Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. KHD@IJCAI (2018)