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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)
Coping and Reducing Risks. Second, we identified barriers in features and usability related to the needs of older people with diabetes for diabetes self-management applications. We conducted focus groups with 10 older people with diabetes. The features...