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Paper Publications
- An autonomous channel deep learning framework for blood glucose prediction[J]. Applied Soft Computing, 2022, 120: 108636. （JCR Q1 IF: 8.263）.
- Deep representation-based transfer learning for deep neural networks[J]. Knowledge-based Systems, 2022, 253: 109526. （JCR Q1 IF: 8.139）.
- A novel domain adaptive deep recurrent network for multivariate time series prediction[J]. Engineering Applications of Artificial Intelligence, 2021, 106: 104498.（JCR Q1 IF: 6.212）.
- Deep transfer learning: a novel glucose prediction framework for new subjects with type 2 diabetes[J]. Complex & Intelligent Systems, 2022, 8(3): 1875-1887. （JCR Q1 IF: 6.700）.
- Online Glucose Prediction Using Computationally Efficient Sparse Kernel Filtering Algorithms in Patients with Type 1 Diabetes, IEEE Transactions on Control Systems Technology, 2020.01(JCR: Q1, IF: 5.485).
- Fault detection of continuous glucose measurements based on modified k-medoids clustering algorithm, Neural Computing & Applications, 2020, 23(10). (JCR: Q1, IF: 5.606).
- An independent central point OPTICS clustering algorithm for semi-supervised outlier detection of continuous glucose measurements, Biomedical Signal Processing and Control. 2022, 8(11). (JCR: Q2, IF: 5.706).
- Multilevel clustering approach driven by continuous glucose monitoring data for further classification of type 2 diabetes. BMJ Open Diabetes Research & Care 2021. 9(1). (JCR: Q2, IF: 4.186).
- A Hypoglycemia Early Alarm Method for Patients with Type 1 Diabetes Based on Multi-dimensional Sequential Pattern Mining, Heliyon. 2022, 71(1). (JCR: Q2, IF: 3.776).
- A Multi-level Hypoglycemia Early Alarm System Based on Sequence Pattern Mining, BMC Medical Informatics and Decision Making. 2021.21(1). (JCR: Q3, IF: 3.298).
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