Predictive Toxicology 1st Edition by Christoph Helma 0849350352 9780849350351

Predictive Toxicology 1st Edition by Christoph Helma – Ebook PDF Instant Download/Delivery: 0849350352, 9780849350351

Full download Predictive Toxicology 1st Edition after payment

Product details

ISBN 10: 0849350352
ISBN 13: 9780849350351
Author: Christoph Helma

A comprehensive overview of techniques and systems currently utilized in predictive toxicology, this reference presents an in-depth survey of strategies, algorithms, and prediction methods to select, calculate, and represent the features and properties of chemical structures in biological systems. It provides sources of high-quality toxicity data, the most important commercial and noncommercial predictive toxicology programs, and advanced technologies in computational chemistry, biology, statistics, and data mining. Predictive Toxicology explores applications that go beyond classical structure-activity relationships and discusses programs such as OncoLogic, META, MC4PC, PASS, and lazar.

Predictive Toxicology 1st Table of contents

1 A Brief Introduction to Predictive Toxicology
2 Description and Representation of Chemicals
3 Computational Biology and Toxicogenomics
4 Toxicological Information for Use in Predictive Modeling: Quality, Sources, and Databases
5 The Use of Expert Systems for Toxicology Risk Prediction
7 Machine Learning and Data Mining
8 Neural Networks and Kernel Machines for Vector and Structured Data
9 Applications of Substructure-Based SAR in Toxicology
10 OncoLogic: A Mechanism-Based Expert System for Predicting the Carcinogenic Potential of Chemicals
11 META: An Expert System for the Prediction of Metabolic Transformations
12 MC4PC—An Artificial Intelligence Approach to the Discovery of Quantitative Structure-Toxic Activity Relationships
13 PASS: Prediction of Biological Activity Spectra for Substances
14 lazar: Lazy Structure-Activity Relationships for Toxicity Prediction

People also search for Predictive Toxicology 1st

predictive toxicology helma

computational toxicology

qsar toxicology models

alternative methods toxicology

toxicology risk assessment

Tags: Predictive, Toxicology, Christoph Helma, techniques, predictive toxicology