Identifying genes associated with phenotypes using machine and deep learning

Abstract excerpt

Identifying disease-associated genes enables the development of precision medicine and the understanding of biological processes. Genome-wide association studies (GWAS), gene expression data, biological pathway analysis, and protein network analysis are among the techniques used to identify causal genes. We propose a machine-learning (ML) and deep-learning (DL) pipeline to identify genes associated with a phenotyp...

Topics

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• Phenotype
• Deep Learning
• Genome-Wide Association Study
• Genomics
• Genotype
• Machine Learning
• Neural Networks, Computer
• Nucleotides

Identifiers and source

Literature Corpus work

22d8f761-9972-5cdd-b460-c0f5b11a2f96

DOI

10.64898/2026.03.05.709665