Jinyu Xie

Jinyu Xie

Google Inc. - California / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4879085
person_outline Jinyu Xie's MOST POPULAR ARTICLES
1-) Benchmarking machine learning algorithms on blood glucose prediction for type I diabetes in comparison with classical time-series modelsJ Xie, Q WangIEEE Transactions on Biomedical Engineering 67 (11), 3101-3124, 20201112020
2-) Personalized state-space modeling of glucose dynamics for type 1 diabetes using continuously monitored glucose, insulin dose, and meal intake: an extended Kalman filter approachQ Wang, P Molenaar, S Harsh, K Freeman, J Xie, C Gold, M Rovine, ...Journal of diabetes science and technology 8 (2), 331-345, 20141062014
3-) Benchmark Machine Learning Approaches with Classical Time Series Approaches on the Blood Glucose Level Prediction Challenge.J Xie, Q WangKHD@ IJCAI, 97-102, 2018442018
4-) A variable state dimension approach to meal detection and meal size estimation: in silico evaluation through basal-bolus insulin therapy for type 1 diabetesJ Xie, Q WangIEEE Transactions on Biomedical Engineering 64 (6), 1249-1260, 2016492016
5-) Model predictive control for type 1 diabetes based on personalized linear time-varying subject model consisting of both insulin and meal inputs: In silico evaluationQ Wang, J Xie, P Molenaar, J Ulbrecht2015 American Control Conference (ACC), 5782-5787, 2015172015