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Predictive Analytics for Toxicology
Predictive data science is already in use in many fields, but its application in toxicology is new and sought after by non-animal alternative testing initiatives. Predictive Analytics for Toxicology: Applications in Discovery Science provides a comprehensive overview of the application of predictive analytics in the field of toxicology, highlighting its role and applications in discovery science. This book addresses the challenges of accurately predicting high-level endpoints of toxicity and explores the use of computational and artificial intelligence research to automate predictive toxicology. It underscores the importance of predictive toxicology in proposing and explaining adverse outcom...
Predictive Analytics for Toxicology
This book addresses the challenges of accurately predicting high-level endpoints of toxicity and explores the use of computational and artificial intelligence research to automate predictive toxicology.
Computational Toxicology
The remarkable advances of high-performance computing to facilitate and increase efficiency in helping to resolve or support assessments on the toxic effects of chemicals on tissues and genomic material have led to development of novel in silico methods. These methods can support risk assessment via integration of study data that can be translated into meaningful predictive information. This chapter describes some methods in computational toxicology and how to integrate experimental data with computational assessments for supporting risk assessment.
Risk Assessment of Phytochemicals in Food
Providing the scientific background on the risk and safety assessment of toxicity in phytochemicals in everyday food, this monograph contains the pros and cons of 20 testing methods, with comments by the internationally acknowledged and independent DFG Senate Commission on Food Safety. Supplemented by 40 poster contributions on phytochemicals and their effects.
Early Drug Development, 2 Volume Set
This one-stop reference systematically covers key aspects in early drug development that are directly relevant to the discovery phase and are required for first-in-human studies. Its broad scope brings together critical knowledge from many disciplines, ranging from process technology to pharmacology to intellectual property issues. After introducing the overall early development workflow, the critical steps of early drug development are described in a sequential and enabling order: the availability of the drug substance and that of the drug product, the prediction of pharmacokinetics and -dynamics, as well as that of drug safety. The final section focuses on intellectual property aspects during early clinical development. The emphasis throughout is on recent case studies to exemplify salient points, resulting in an abundance of practice-oriented information that is usually not available from other sources. Aimed at medicinal chemists in industry as well as academia, this invaluable reference enables readers to understand and navigate the challenges in developing clinical candidate molecules that can be successfully used in phase one clinical trials.
Handbook of Toxicology of Chemical Warfare Agents
This groundbreaking book covers every aspect of deadly toxic chemicals used as weapons of mass destruction and employed in conflicts, warfare and terrorism. Including findings from experimental as well as clinical studies, this one-of-a-kind handbook is prepared in a very user- friendly format that can easily be followed by students, teachers and researchers, as well as lay people. Stand-alone chapters on individual chemicals and major topics allow the reader to easily access required information without searching through the entire book.This is the first book that offers in-depth coverage of individual toxicants, target organ toxicity, major incidents, toxic effects in humans, animals and w...
Contrast Data Mining
A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life ProblemsContrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining and
Compendium of Food Additive Specifications
This publication contains information on the evaluation of food additives (including flavouring agents) prepared by the 65th session of the Joint FAO/WHO Expert Committee on Food Additives (JECFA), held in Geneva, Switzerland, in June 2005. The aim is to identify substances subject to biological testing, to ensure they meet purity levels required for safe use in food and to reflect and encourage good manufacturing practice. There were a total of 149 specifications considered at the 65th meeting, with 132 compounds newly adopted, of which three remained tentative, and with 18 specifications revised, of which seven remained tentative.
Computational Toxicology
Computational Toxicology: Methods and Applications for Risk Assessment is an essential reference on the translation of computational toxicology data into information that can be used for more informed risk assessment decision-making. This book is authored by leading international investigators who have real-world experience in relating computational toxicology methods to risk assessment. Key topics of interest include QSAR modeling, chemical mixtures, applications to metabolomic and metabonomic data sets, toxicogenomic analyses, applications to REACH informational strategies and much more. The examples provided in this book are based on cutting-edge technologies and set out to stimulate the ...
