Predictive Modeling for Diabetes Subtype Classification in India: A Machine Learning Approach

Predictive Modeling for Diabetes Subtype Classification in India: A Machine Learning Approach

Objectives: We aimed to develop a predictive model to effectively distinguish between type 1 (T1D) and type 2 diabetes (T2D) in adolescents and young adult populations aged 10–30 years. Materials and Methods: Diabetic individuals aged 10–30 years of Asian Indian descent (n = 10,325) were identified...

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Main Authors: Ulagamadesan Venkatesan, Anandakumar Amutha, Ranjit Mohan Anjana, Ranjit Unnikrishnan, Bagavandas Mappillairaju, Viswanathan Mohan
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2025-04-01
Series:Journal of Diabetology
Subjects:
asian indian
logistic regression
prediction models
type 1 diabetes
type 2 diabetes
Online Access:https://doi.org/10.4103/jod.jod_233_24
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