Encyclopedia of Systems Biology

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dubitzky, Werner. (Editor), Wolkenhauer, Olaf. (Editor), Cho, Kwang-Hyun. (Editor), Yokota, Hiroki. (Editor)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Life sciences.; Biochemistry.; Bioinformatics.; Biological models.; Biology > Data processing.; Life Sciences.; Systems Biology.; Biochemistry, general.; Computer Appl. in Life Sciences.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-9863-7

Systems biology refers to the quantitative analysis of the dynamic interactions among several components of a biological system and aims to understand the behavior of the system as a whole. Systems biology involves the development and application of systems theory concepts for the study of complex b...

Table of Contents:

• Applications in drug discovery
• Aritificial life
• Artificial intelligence and machine learning
• Cancer
• Cell cycle
• Computational microRNA biology
• Functional imaging
• Gene regulatory networks: modeling, reconstruction and analysis
• Large-scale and high-performance computing
• Mathematical theory and methods
• Metabolic networks
• Model databases
• Philosophical and foundational issues
• Quantitative experiment design
• Resources
• Single cell experiments
• Standards, exchange formats, guidelines and ontologies
• Statistical theory and methods
• Structural network analysis
• Systems approaches to translational biomedical research: focus on diagnostic and prognostic applications
• Systems immunology
• Text mining
• Toponomics
• Transcriptional regulation
• Translational control and systems biology.