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Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes
Feb. 20, 2024, 5:41 a.m. | Ruchika Desure, Gutha Jaya Krishna
cs.LG updates on arXiv.org arxiv.org
Abstract: Designing proper treatment plans to manage diabetes requires health practitioners to pay heed to the individuals remaining life along with the comorbidities affecting them. Older adults with Type 2 Diabetes Mellitus (T2DM) are prone to experience premature death or even hypoglycaemia. The structured dataset utilized has 68 potential mortality predictors for 275,190 diabetic U.S. military Veterans aged 65 years or older. A new target variable is invented by combining the two original target variables. Outliers …
abstract analysis arxiv classification cs.ai cs.lg death designing diabetes experience health life mortality prediction them treatment type
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