Jinyu Xie

Benchmarking Machine Learning Algorithms on Blood Glucose Prediction for Type I Diabetes in Comparison With Classical Time-Series Models

Jinyu Xie, Qian Wang · IEEE Transactions on Biomedical Engineering · 2020 · 149 citations

Personalized State-space Modeling of Glucose Dynamics for Type 1 Diabetes Using Continuously Monitored Glucose, Insulin Dose, and Meal Intake

Qian Wang, Peter C. M. Molenaar, Saurabh Harsh et al. · Journal of Diabetes Science and Technology · 2014 · 91 citations · Full text

Engineering, Insulin Dose, Modeling Method +18

Beyond Talagrand functions: new lower bounds for testing monotonicity and unateness

Xi Chen, Erik Waingarten, Jinyu Xie · 2017 · 45 citations · Full text

Circuit Complexity, Engineering, Random Boolean Functions +16

A Variable State Dimension Approach to Meal Detection and Meal Size Estimation: In Silico Evaluation Through Basal-Bolus Insulin Therapy for Type 1 Diabetes

Jinyu Xie, Qian Wang · IEEE Transactions on Biomedical Engineering · 2016 · 44 citations

Benchmark Machine Learning Approaches with Classical Time Series Approaches on the Blood Glucose Level Prediction Challenge.

Jinyu Xie, Qian Wang · International Joint Conference on Artificial Intelligence · 2018 · 30 citations

Engineering, Machine Learning, Data Science +6