- 520 pages
- English
- ePUB (mobile friendly)
- Only available on web
QSAR in Safety Evaluation and Risk Assessment
About This Book
QSAR in Safety Evaluation and Risk Assessment provides comprehensive coverage on QSAR methods, tools, data sources, and models focusing on applications in products safety evaluation and chemicals risk assessment. Organized into five parts, the book covers almost all aspects of QSAR modeling and application. Topics in the book include methods of QSAR, from both scientific and regulatory viewpoints; data sources available for facilitating QSAR models development; software tools for QSAR development; and QSAR models developed for assisting safety evaluation and risk assessment. Chapter contributors are authored by a lineup of active scientists in this field. The chapters not only provide professional level technical summarizations but also cover introductory descriptions for all aspects of QSAR for safety evaluation and risk assessment.
- Provides comprehensive contentabout theQSAR techniques and models in facilitating the safety evaluation of drugs and consumer products and risk assesment of environmental chemicals
- Includes some of the most cutting-edge methodologies such as deep learning and machine learning for QSAR
- Offers detailed procedures of modeling and provides examples of each model's application in real practice
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Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- List of contributors
- Preface
- Chapter 1. QSAR facilitating safety evaluation and risk assessment
- Part I. Methods and advances of QSAR
- Part II. Tools and data sources for QSAR
- Part III. QSAR models for safety evaluation of drugs and consumer products
- Part IV. QSAR models for risk assessment of chemicals
- Part V. QSAR models in material science and other areas
- Index