All-Cause Mortality Prediction in Subjects with Diabetes Mellitus Using a Machine Learning Model and Shapley Values

All-Cause Mortality Prediction in Subjects with Diabetes Mellitus Using a Machine Learning Model and Shapley Values

Background/Objectives: Diabetes mellitus (DM) is a prevalent disease with an increased risk of complications. Identifying risk factors for mortality in these patients is crucial, as early recognition can facilitate prompt therapeutic intervention. Machine learning (ML) models have proved to be valua...

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Bibliographic Details
Main Authors: Oana Mirea, Mostafa Ghelich Oghli, Oana Neagoe, Mihaela Berceanu, Eugen Țieranu, Liviu Moraru, Victor Raicea, Ionuț Donoiu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Diabetology
Subjects:
diabetes mellitus
machine learning
all-cause mortality
Online Access:https://www.mdpi.com/2673-4540/6/1/5
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