A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes

A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes

IntroductionThe incidence of type 2 diabetes mellitus (T2DM) has increased in recent years. Alongside traditional pharmacological treatments, nutritional therapy has emerged as a crucial aspect of T2DM management. Inulin, a fructan-type soluble fiber that promotes the growth of probiotic species lik...

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Bibliographic Details
Main Authors: Shuheng Yang, Ralf Weiskirchen, Wenjing Zheng, Xiangxu Hu, Aibiao Zou, Zhiguo Liu, Hualin Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Nutrition
Subjects:
type 2 diabetes
inulin
machine-learning algorithm
treatment decision
XGBoost
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2024.1520779/full
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