Integrating Molecular Perspectives: Strategies for Comprehensive Multi-Omics Integrative Data Analysis and Machine Learning Applications in Transcriptomics, Proteomics, and Metabolomics - Sanches, Pedro H. Godoy; de Melo, Nicolly Clemente; Porcari, Andreia M.; de Carvalho, Lucas Miguel (Biology (Basel, Switzerland), 2024)
Keywords: Bioinformatics; Biology; Biomarkers; Datasets; Disease; Gene expression; Genes; Integration; Learning algorithms; Learning strategies; Machine learning; Metabolism; Metabolites; Metabolomics; multi-omics; omics data; omics integration; Proteomics; Review; Transcriptomics; multi-omics; transcriptomics; omics data; proteomics; omics integration; metabolomics