Skip to main content
Taylor & Francis Group Logo
    Advanced Search

    Click here to search products using title name,author name and keywords.

    • Login
    • Hi, User  
      • Your Account
      • Logout
      Advanced Search

      Click here to search products using title name,author name and keywords.

      Breadcrumbs Section. Click here to navigate to respective pages.

      Book

      Predictive Toxicology
      loading

      Book

      Predictive Toxicology

      DOI link for Predictive Toxicology

      Predictive Toxicology book

      Predictive Toxicology

      DOI link for Predictive Toxicology

      Predictive Toxicology book

      Edited ByChristoph Helma
      Edition 1st Edition
      First Published 2005
      eBook Published 17 March 2005
      Pub. Location Boca Raton
      Imprint CRC Press
      DOI https://doi.org/10.1201/9780849350351
      Pages 520
      eBook ISBN 9780429163296
      Subjects Bioscience, Physical Sciences
      Share
      Share

      Get Citation

      Helma, C. (Ed.). (2005). Predictive Toxicology (1st ed.). CRC Press. https://doi.org/10.1201/9780849350351

      ABSTRACT

      A comprehensive overview of techniques and systems currently utilized in predictive toxicology, this reference presents an in-depth survey of strategies to characterize chemical structures and biological systems-covering prediction methods and algorithms, sources of high-quality toxicity data, the most important commercial and noncommercial predict

      TABLE OF CONTENTS

      chapter 1|10 pages

      A Brief Introduction to Predictive Toxicology

      ByChristoph Helma

      chapter 2|26 pages

      Description and Representation of Chemicals

      ByWolfgang Guba

      chapter 3|56 pages

      Computational Biology and Toxicogenomics

      ByKathleen Marchal, Frank De Smet, Kristof Engelen, Bart De Moor

      chapter 4|42 pages

      Toxicological Information for Use in Predictive Modeling: Quality, Sources, and Databases

      ByMark T. D. Cronin

      chapter 5|42 pages

      The Use of Expert Systems for Toxicology Risk Prediction

      BySimon Parsons, Peter McBurney

      chapter 6|46 pages

      Regression- and Projection-Based Approaches in Predictive Toxicology

      ByLennart Eriksson, Erik Johansson, and Torbjo¨rn Lundstedt

      chapter 7|32 pages

      Machine Learning and Data Mining

      ByStefan Kramer, Christoph Helma

      chapter 8|54 pages

      Neural Networks and Kernel Machines for Vector and Structured Data . . . . . . . . . . . . . . . . . . . . . Paolo Frasconi

      chapter 9|76 pages

      Applications of Substructure-Based SAR in Toxicology

      ByHerbert S. Rosenkranz, Bhavani P. Thampatty

      chapter 10|30 pages

      OncoLogic: A Mechanism-Based Expert System for Predicting the Carcinogenic Potential of Chemicals

      ByYin-Tak Woo, David Y. Lai

      chapter 11|8 pages

      META: An Expert System for the Prediction of Metabolic Transformations

      ByGilles Klopman, Aleksandr Sedykh

      chapter 12|36 pages

      MC4PC—An Artificial Intelligence Approach to the Discovery of Quantitative Structure–Toxic Activity Relationships

      ByGilles Klopman, Julian Ivanov, Roustem Saiakhov, Suman Chakravarti

      chapter 13|20 pages

      PASS: Prediction of Biological Activity Spectra for Substances

      ByVladimir Poroikov, Dmitri Filimonov

      chapter 14|22 pages

      lazar: Lazy Structure–Activity Relationships for Toxicity Prediction

      ByChristoph Helma
      T&F logoTaylor & Francis Group logo
      • Policies
        • Privacy Policy
        • Terms & Conditions
        • Cookie Policy
        • Privacy Policy
        • Terms & Conditions
        • Cookie Policy
      • Journals
        • Taylor & Francis Online
        • CogentOA
        • Taylor & Francis Online
        • CogentOA
      • Corporate
        • Taylor & Francis Group
        • Taylor & Francis Group
        • Taylor & Francis Group
        • Taylor & Francis Group
      • Help & Contact
        • Students/Researchers
        • Librarians/Institutions
        • Students/Researchers
        • Librarians/Institutions
      • Connect with us

      Connect with us

      Registered in England & Wales No. 3099067
      5 Howick Place | London | SW1P 1WG © 2022 Informa UK Limited