Enhancing diabetes risk assessment through Bayesian networks: An in-depth study on the Pima Indian population

• Published in: Endocrine and metabolic science Vol. 17; p. 100212
• Main Authors: Liang, Xiaoling, Song, Wenhao, Yang, Weibing, Yue, Zhenhua
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2025; Elsevier
• Subjects: Bayesian networks; Diabetes mellitus; Model construction; Risk reasoning; Risk reasoning; Bayesian networks; Model construction; Diabetes mellitus

This study aimed to enhance diabetes mellitus (DM) risk assessment using Bayesian Networks (BNs) and explore their unique capability for risk inference within the Pima Indian population. The primary goal was to move beyond traditional binary DM classification and instead focus on a comprehensive est...