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Digital Health|October 3, 2023
Review: Machine learning in precision pharmacotherapy of type 2 diabetes-A promising future or a glimpse of hope?Xiantong Zou, Yingning Liu, Linong JiFrontiers in Medicine|July 19, 2021
NAFLD or MAFLD: Which Has Closer Association With All-Cause and Cause-Specific Mortality?-Results From NHANES IIIQi Huang, Xiantong Zou, Xin Wen, et al.Pharmaceuticals (Basel, Switzerland)|January 28, 2026
Factors Affecting the Treatment Heterogeneity of PPARγ and Pan-PPAR Agonists in Type 2 Diabetes Mellitus: A Systematic Review and Machine Learning-Based Meta-Regression AnalysisXinlei Zhang, Yingning Liu, Ming Chu, et al.Frontiers in Endocrinology|December 17, 2021
Do East Asians With Normal Glucose Tolerance Have Worse β-Cell Function? A Meta-Analysis of Epidemiological StudiesLi Li, Xiantong Zou, Qi Huang, et al.Journal of Global Health|April 6, 2023
How does obesity affect mortality through blood pressure and blood glucose in Chinese and US citizens? Insights from a causal mediation analysis of two large cohortsQi Huang, Xiantong Zou, Pei Gao, et al.Diabetologia|July 8, 2022
The efficacy of canagliflozin in diabetes subgroups stratified by data-driven clustering or a supervised machine learning method: a post hoc analysis of canagliflozin clinical trial dataXiantong Zou, Qi Huang, Yingying Luo, et al.European Journal of Preventive Cardiology|April 12, 2026
Dynamic Surveillance of the Cardiovascular Risk and Identification of Treatment Responders in Type 2 Diabetes Using A Machine Learning-Based ModelQi Huang, Xiantong Zou, Edward J Boyko, et al.Nutrition, Metabolism, and Cardiovascular Diseases : NMCD|January 31, 2026
Sarcopenia as a causal mediator in aging, obesity and central obesity related outcomes: A comprehensive analysis of NHANES, CHARLS and ELSASitong Li, Qi Huang, Yingning Liu, et al.Diabetes, Obesity & Metabolism|October 2, 2023
Differential effect of interventions in patients with prediabetes stratified by a machine learning-based diabetes progression prediction modelXiantong Zou, Yingying Luo, Qi Huang, et al.Frontiers in Endocrinology|April 8, 2026
External validation and application of a machine learning-based model for diabetes progression in prediabetesSong Wang, Qi Huang, Yuxuan Luo, et al.Pageof 57