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ORCIDTaiyu Zhu
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2020 – today
- 2024
[j13]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): 236-246 (2024)- [i4]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 abs/2402.16230 (2024) - [i3]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 abs/2406.15346 (2024) - 2023
- [j12]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): 3706-3719 (2023) - [j11]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): 193-204 (2023) - [j10]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): 2536-2544 (2023) - [j9]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): 5087-5098 (2023) - [j8]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): 5122-5133 (2023) - [c7]Yuting Xu, Lei Kuang, Taiyu Zhu, Junming Zeng, Pantelis Georgiou:
Drift Prediction and Chemical Reaction Identification for ISFETs using Deep Learning. ISCAS 2023: 1-5 - [c6]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: 1-5 - 2022
- [j7]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: 91897-91905 (2022) - [j6]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) - 2021
- [j5]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): 1223-1232 (2021) - [j4]Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou:
Deep Learning for Diabetes: A Systematic Review. IEEE J. Biomed. Health Informatics 25(7): 2744-2757 (2021) - [c5]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: 1 - [c4]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: 1-5 - 2020
- [j3]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): 308-324 (2020) - [j2]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): 5058 (2020) - [j1]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): 414-423 (2020) - [c3]Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou:
Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. KDH@ECAI 2020: 90-94 - [i2]Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou:
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. CoRR abs/2005.09059 (2020)
2010 – 2019
- 2019
- [i1]Taiyu Zhu, Kezhi Li, Pantelis Georgiou:
A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning. CoRR abs/1910.04059 (2019) - 2018
- [c2]Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou:
A Deep Learning Algorithm for Personalized Blood Glucose Prediction. KDH@IJCAI 2018: 64-78 - [c1]Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou:
Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. KDH@IJCAI 2018: 69-73
Coauthor Index
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