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Identifying risk patterns for suicide attempts in individuals with diabetes : a data-driven approach using LASSO regression
(University of Missouri--Columbia, 2023)
-World Data [trade mark]. LASSO regression was used for feature selection, and ARM was used for investigating the risk patterns. We discovered risk patterns that are understandable and practical for healthcare providers. The findings of this research can...
Challenges and opportunities in diabetes self-management education and support : the analyses of diabetes mobile applications and provider documentation patterns
(University of Missouri--Columbia, 2020)
Diabetes mellitus is one of the most prevalent chronic diseases in the United States. As a disease with long-term complications requiring changes in management, diabetes requires not only education at the time of diagnosis, ...