Machine Learning and Deep Learning in Computational Toxicology

Language: English

Published by Springer, 2023

3031207297 / 9783031207297

Series: Book 3 of 5 - Computational Methods in Engineering & the Sciences

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Zustand: Hervorragend | Seiten: 676 | Sprache: Englisch | Produktart: Bücher | This book is a collection of machine learning and deep learning algorithms, methods, architectures, and software tools that have been developed and widely applied in predictive toxicology. It compiles a set of recent applications using state-of-the-art machine learning and deep learning techniques in analysis of a variety of toxicological endpoint data. The contents illustrate those machine learning and deep learning algorithms, methods, and software tools and summarise the applications of machine learning and deep learning in predictive toxicology with informative text, figures, and tables that are contributed by the first tier of experts. One of the major features is the case studies of applications of machine learning and deep learning in toxicological research that serve as examples for readers to learn how to apply machine learning and deep learning techniques in predictive toxicology. This book is expected to provide a reference for practical applications of machine learning anddeep learning in toxicological research. It is a useful guide for toxicologists, chemists, drug discovery and development researchers, regulatory scientists, government reviewers, and graduate students. The main benefit for the readers is understanding the widely used machine learning and deep learning techniques and gaining practical procedures for applying machine learning and deep learning in predictive toxicology.

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Title
Machine Learning and Deep Learning in Computational Toxicology
Author
Unbekannt
Publisher
Springer
Publication year
2023
Condition
Hervorragend
Binding
Hardcover
Language
English
ISBN 10
3031207297
ISBN 13
9783031207297
Series
Book 3 of 5: Computational Methods in Engineering & the Sciences
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Buchpark

Trebbin, Germany

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