Sangeetha, T and Manikandan, K and Victor Arokia Doss, D (2024) EXPLORATION AND DISCOVERY OF DIFFERENTIALLY EXPRESSED GENE SIGNATURES: A COMPREHENSIVE DATA-DRIVEN APPROACH UNVEILING POTENTIAL BIOMARKERS. EXPLORATION AND DISCOVERY OF DIFFERENTIALLY EXPRESSED GENE SIGNATURES: A COMPREHENSIVE DATA-DRIVEN APPROACH UNVEILING POTENTIAL BIOMARKERS, 56 (1). pp. 305-313. ISSN 2096-3246

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Abstract

Transcriptomics has been revolutionized by the development of microarray
technology, which makes it possible to simultaneously measure thousands of genes' levels
of gene expression. This innovation holds an immense potential in understanding
cardiovascular diseases such as Ischemic Cardiomyopathy (ICM) and Non-Ischemic
Cardiomyopathy (NICM), which present substantial health concerns on a global scale
implying the need for studying ICM and NICM exhaustively. The primary objective of
this proof-of-concept paper aims at uncovering potential biomarkers and learn using data�driven method to identify important genes that are differentially expressed.

Item Type: Article
Uncontrolled Keywords: ischemic cardiomyopathy, drugs, non-ischemic cardiomyopathy, Robust Multi-Array (RMA), IQR, Gene Filtering
Divisions: PSG College of Arts and Science > Department of Computer Science
Depositing User: Mr Team Mosys
Date Deposited: 04 Oct 2024 05:24
Last Modified: 04 Oct 2024 05:24
URI: https://ir.psgcas.ac.in/id/eprint/2306

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