IntelliGenes: a novel machine learning pipeline for biomarker discovery and predictive analysis using multi-genomic profiles

Abstract Summary In this article, we present IntelliGenes, a novel machine learning (ML) pipeline for the multi-genomics exploration to discover biomarkers significant in disease prediction with high accuracy. IntelliGenes is based on a novel approach, which consists of nexus of conventional statist...

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Vydané v:	Bioinformatics (Oxford, England) Ročník 39; číslo 12
Hlavní autori:	DeGroat, William, Mendhe, Dinesh, Bhusari, Atharva, Abdelhalim, Habiba, Zeeshan, Saman, Ahmed, Zeeshan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England Oxford University Press 01.12.2023 Oxford Publishing Limited (England)
Predmet:	Availability Biomarkers Customization Genomic analysis Genomics Learning algorithms Machine learning Predictions Source code Statistical analysis Window systems Windows (computer programs)
ISSN:	1367-4811, 1367-4803, 1367-4811
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