Table of contents
About this book
This thorough book provides a collection of techniques used in the emerging field of computational chemogenomics, which is an integration of chemoinformatics, bioinformatics, computer science, statistics, automated pattern recognition and modeling, database usage with data retrieval, and systems integration. Beginning with a section on public chemogenomic data resources, the volume continues by delving into the fundamentals of chemoinformatics, bioinformatics, and chemogenomic data processing. After the reader is comfortable with a core skillset, the volume introduces techniques to analyze specific proteins or compound structures and statistical pattern recognition techniques. Later chapters describe the future of chemogenomics including applications to medical care. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that serves as an ideal guide in the lab.
Practical and authoritative, Computational Chemogenomics will greatly aid experimental sciences who are novices to data processing and modeling, as well as those with computationally-oriented backgrounds wishing to engage in this scientific area, which is continually growing and expected to contribute to industry, academic, and government research projects.
Protein targets Drug discovery Chemical toxicity screening Structural analysis Data processing Chemical activity data Compound-protein interaction Translational research
Editors and affiliations
- DOI https://doi.org/10.1007/978-1-4939-8639-2
- Copyright Information Springer Science+Business Media, LLC, part of Springer Nature 2018
- Publisher Name Humana Press, New York, NY
- eBook Packages Springer Protocols
- Print ISBN 978-1-4939-8638-5
- Online ISBN 978-1-4939-8639-2
- Series Print ISSN 1064-3745
- Series Online ISSN 1940-6029
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