Research & Publications
Dr. Wilson's research focuses on real-time analytics and interventions to prevent and treat acute kidney injury and chronic kidney disease. He has a particular interest in the development and application of personalized medicine techniques to target the proper therapy to the proper patient. He pursues interventional studies to try to help patients live longer, happier lives.
Specialized Terms: Randomized Trials; Acute Kidney Injury; Disparities; Outcomes; CKD progression; Machine-Learning; Personalized Medicine; Uplift modeling.
Extensive Research Description
Dr. Wilson uses epidemiologic and translational research methods to characterize predictors of outcomes in patients with both chronic kidney disease and acute kidney injury. In addition, he uses advanced machine-learning techniques to identify which patients are most likely to respond to a given intervention. These models can reduce the number of individuals exposed to a drug or intervention unnecessarily, reducing adverse events, and lowering costs.
Nephrology; Clinical Trial; Acute Kidney Injury; Machine Learning
Public Health Interests
Epidemiology Methods; Pharmacoepidemiology