Predictive models and determinants of mortality among T2DM patients in a tertiary hospital in Ghana, how do machine learning techniques perform?

Predictive models and determinants of mortality among T2DM patients in a tertiary hospital in Ghana, how do machine learning techniques perform?

Abstract Background The increasing prevalence of type 2 diabetes mellitus (T2DM) in lower and middle – income countries call for preventive public health interventions. Studies from Africa including those from Ghana, consistently reveal high T2DM-related mortality rates. While previous research in t...

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Bibliographic Details
Main Authors: Godsway Edem Kpene, Sylvester Yao Lokpo, Sandra A. Darfour-Oduro
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Endocrine Disorders
Subjects:
Type 2 diabetes Mellitus
Predictors
Mortality
Machine learning techniques
Model
Online Access:https://doi.org/10.1186/s12902-025-01831-5
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