miRDM-rfGA: Genetic algorithm-based identification of a miRNA set for detecting type 2 diabetes

miRDM-rfGA: Genetic algorithm-based identification of a miRNA set for detecting type 2 diabetes

Abstract Background Type 2 diabetes mellitus (T2DM) affects approximately 451 million adults globally. In this study, we identified the optimal combination of marker candidates for detecting T2DM using miRNA-Seq data from 95 samples including T2DM and healthy individuals. Methods We utilized the gen...

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Bibliographic Details
Main Authors: Aron Park, Seungyoon Nam
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BMC Medical Genomics
Subjects:
Genetic algorithm
Feature selection
miRNA
Type 2 diabetes
Biomarker discovery
Online Access:https://doi.org/10.1186/s12920-023-01636-2

Internet

https://doi.org/10.1186/s12920-023-01636-2

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