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Cover image for Computational toxicology : risk assessment for chemicals
Title:
Computational toxicology : risk assessment for chemicals
Author:
Ekins, Sean, editor.
ISBN:
9781119282570

9781119282594

9781119282587
Physical Description:
1 online resource
Contents:
Part I. Computational Methods -- 1. Accessible machine learning approaches for toxicology -- 2. Quantum mechanics approaches in computational toxicology -- Part II. Applying Computers to Toxicology Assessment: Pharmaceutical, Industrial and Clinical -- 3. Computational approaches for predicting hERG activity -- 4. Computational toxicology for traditional Chinese Medicine -- 5. Pharmacophore models for toxicology prediction -- 6. Transporters in hepatotoxicity -- 7. Cheminformatics in a clinical setting -- Part III. Applying Computers to Toxicology Assessment: Environmental and Regulatory Perspectives -- 8. Computational tools for ADMET profiling -- 9. Computational toxicology and reach -- 10. Computational approaches to predicting dermal absorption of complex tropical mixtures -- Part IV. New Technologies for Toxicology, Future Perspectives -- 11. Big data in computational toxicology: challenges and opportunities -- 12. HLA-mediated adverse drug reactions: challenges and opportunities for predictive molecular modeling -- 13. Open science data repository for toxicology -- 14. Developing next generation tools for computational toxicology -- Index.
Abstract:
A key resource for toxicologists across a broad spectrum of fields, this book offers a comprehensive analysis of molecular modelling approaches and strategies applied to risk assessment for pharmaceutical and environmental chemicals." Provides a perspective of what is currently achievable with computational toxicology and a view to future developments " Helps readers overcome questions of data sources, curation, treatment, and how to model / interpret critical endpoints that support 21st century hazard assessment " Assembles cutting-edge concepts and leading authors into a unique and powerful single-source reference " Includes in-depth looks at QSAR models, physicochemical drug properties, structure-based drug targeting, chemical mixture assessments, and environmental modeling " Features coverage about consumer product safety assessment and chemical defense along with chapters on open source toxicology and big data
Local Note:
John Wiley and Sons
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E-Book 594196-1001 RA1199.4 .M37
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