Computer scientists have increasingly been enlisted as âbioinformaticiansâ to assist molecular biologists in their research. This book is a practical introduction to bioinformatics for these computer scientists. The chapters are in-depth discussions by expert bioinformaticians on both general techniques and specific approaches to a range of selected bioinformatics problems. The book is organized into clusters of chapters on the following topics:⢠Overview of modern molecular biology and a broad spectrum of techniques from computer science â data mining, machine learning, mathematical modeling, sequence alignment, data integration, workflow development, etc.⢠In-depth discussion of computational recognition of functional and regulatory sites in DNA sequences.⢠Incisive discussion of computational prediction of secondary structure of RNA sequences.⢠Overview of computational prediction of protein cellular localization, and selected discussions of inference of protein function.⢠Overview of methods for discovering protein-protein interactions.⢠Detailed discussion of approaches to gene expression analysis for the diagnosis of diseases, the treatment of diseases, and the understanding of gene functions.⢠Case studies on analysis of phylogenies, functional annotation of proteins, construction of purpose-built integrated biological databases, and development of workflows underlying the large-scale-effort gene discovery.
Fler e-böcker från samma författare (r) / Redaktör
119 954 E-böcker i denna kategori
