Artificial intelligence for omics data analysis
Zeeshan Ahmed, Shibiao Wan, Fan Zhang, Wen Zhong
Abstract
Abstract Recent technological advancements have vastly improved access to high-throughput biological instrumentation, sparking an unparalleled surge in omics data generation. The implementation of artificial intelligence techniques is revolutionizing omics data interpretation. The BMC Methods Collection "Artificial intelligence for omics data analysis" will feature novel artificial intelligence approaches leveraging multi-omics data to accelerate discoveries in personalized medicine, disease diagnostics, drug development, and biological pathway elucidation.
Topics & Concepts
Data scienceOmicsComputer scienceComputational biologyArtificial intelligenceBiologyBioinformaticsBioinformatics and Genomic NetworksMetabolomics and Mass Spectrometry StudiesGene expression and cancer classification