Machine Learning Model Based on Insulin Resistance Metagenes Underpins Genetic Basis of Type 2 Diabetes

Insulin resistance (IR) is considered the precursor and the key pathophysiological mechanism of type 2 diabetes (T2D) and metabolic syndrome (MetS). However, the pathways that IR shares with T2D are not clearly understood. Meta-analysis of multiple DNA microarray datasets could provide a robust set...

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Bibliographic Details

Published in:	Biomolecules
Main Authors:	Aditya Saxena, Nitish Mathur, Pooja Pathak, Pradeep Tiwari, Sandeep Kumar Mathur
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Subjects:	insulin resistance (IR) type 2 diabetes (T2D) machine learning GSEA artificial neural network HOMA-IR
Online Access:	https://www.mdpi.com/2218-273X/13/3/432