Taiyu Zhu

According to our database, Taiyu Zhu authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Taiyu Zhu, Lei Kuang, Chengzhe Piao, Junming Zeng, Kezhi Li, Pantelis Georgiou

IEEE Trans. Biomed. Circuits Syst., April, 2024

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

Chengzhe Piao, Taiyu Zhu, Yu Wang, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li

CoRR, 2024

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

Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li

CoRR, 2024

2023

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

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, October, 2023

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

Taiyu Zhu, Kezhi Li, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, October, 2023

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

Giulia Noaro, Taiyu Zhu, Giacomo Cappon, Andrea Facchinetti, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, May, 2023

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

Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou

IEEE Internet Things J., March, 2023

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

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE Trans. Biomed. Eng., 2023

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

Taiyu Zhu, Tianrui Chen, Lei Kuang, Junming Zeng, Kezhi Li, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

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

Yuting Xu, Lei Kuang, Taiyu Zhu, Junming Zeng, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

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

Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou

npj Digit. Medicine, 2022

Design of Memory Shifting System Based on Dual-Space Storage Architecture.

Wang Zhehe, Shuang Li, Jiabao Jiang, Chunteng Wang, Xianchao Wang, Taiyu Zhu

IEEE Access, 2022

2021

Deep Learning for Diabetes: A Systematic Review.

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2021

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

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2021

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

Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

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

Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2020

GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.

Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2020

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

Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou

Sensors, 2020

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

Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou

J. Heal. Informatics Res., 2020

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

Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

2019

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

Taiyu Zhu, Kezhi Li, Pantelis Georgiou

CoRR, 2019

2018

A Deep Learning Algorithm for Personalized Blood Glucose Prediction.

Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou

Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

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

Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou

Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018