miRNomics: MicroRNA Biology and Computational Analysis - Yousef, Malik; Allmer, Jens.; SpringerLink (Online service) (Totowa, NJ : Humana Press : Imprint: Humana, 2014)
Introduction to MicroRNAs in Biological Systems -- The Role of MicroRNA's in Biological Processes -- The Role of MicroRNAs in Human Diseases -- Introduction to Bioinformatics -- MicroRNA and Non-Coding RNA Related Date Sources -- High Throughput Approaches for MicroRNA Expression Analysis -- Introduction to Machine Learning -- Introduction to Statistical Methods for MicroRNA Analysis -- Computational Bioinformatics Methods for MicroRNA Gene Prediction -- Machine Learning Methods for MicroRNA Gene Prediction -- Functional, Structural, and Sequence Studies of MicroRNA -- Computational Methods for MicroRNA Target Prediction -- MicroRNA Target and Gene Validation in Viruses and Bacteria -- Gene Reporter Assay to Validate MicroRNA Targets in Drosophila S2 Cells -- Computational Prediction of MicroRNA Function and Activity -- Analysis of MicroRNA Expression using Machine Learning -- MicroRNA Expression Landscapes in Stem Cells, Tissues, and Cancer -- Master Regulators of Post-Transcriptional Gene Expression are Subject to Regulation -- Use of MicroRNAs in Personalized Medicine.
Keywords: Human genetics; Medical genetics; Human Genetics; Gene Function