- Includes cutting-edge methods and protocols
- Provides step-by-step detail essential for reproducible results
- Contains key notes and implementation advice from the experts
Buy this book
- About this book
-
This volume explores techniques that are currently used to understand solid target-specific models in computational toxicology. The chapters are divided into four sections and discuss topics such as molecular descriptors, QSAR and read-across; molecular and data modeling techniques to comply with both scientific and regulatory sides; computational toxicology in drug discovery; and strategies on how to predict various human-health toxicology endpoints. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the methods and software tools used, step-by-step, readily reproducible computational protocols, and tips on troubleshooting and avoiding known pitfalls.
Comprehensive and cutting-edge, Computational Toxicology: Methods and Protocols is a valuable resource for researchers who are interested in learning more about this expanding field.
- Table of contents (27 chapters)
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Molecular Descriptors for Structure–Activity Applications: A Hands-On Approach
Pages 3-53
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The OECD QSAR Toolbox Starts Its Second Decade
Pages 55-77
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QSAR: What Else?
Pages 79-105
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(Q)SARs as Adaptations to REACH Information Requirements
Pages 107-115
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Machine Learning Methods in Computational Toxicology
Pages 119-139
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Table of contents (27 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Computational Toxicology
- Book Subtitle
- Methods and Protocols
- Editors
-
- Orazio Nicolotti
- Series Title
- Methods in Molecular Biology
- Series Volume
- 1800
- Copyright
- 2018
- Publisher
- Humana Press
- Copyright Holder
- Springer Science+Business Media, LLC, part of Springer Nature
- eBook ISBN
- 978-1-4939-7899-1
- DOI
- 10.1007/978-1-4939-7899-1
- Hardcover ISBN
- 978-1-4939-7898-4
- Softcover ISBN
- 978-1-4939-9319-2
- Series ISSN
- 1064-3745
- Edition Number
- 1
- Number of Pages
- XVI, 587
- Number of Illustrations
- 62 b/w illustrations, 115 illustrations in colour
- Topics
