Record Display for the EPA National Library Catalog


Main Title Predictive toxicology
Other Authors
Author Title of a Work
Helma, Christoph.
Publisher Taylor & Francis,
Year Published 2005
OCLC Number 58890317
ISBN 082472397X (alk. paper) 9780824723972 (alk. paper)
Subjects Toxicology--Mathematical models ; Toxicology--Computer simulation ; Toxicology--methods ; Computer Simulation ; Models, Theoretical ; Toxicologie--Mod eles mathematiques ; Toxicologie--Simulation par ordinateur
Internet Access
Description Access URL
Publisher description
Library Call Number Additional Info Location Last
EKBM  RA1199.4.M37P74 2005 Research Triangle Park Library/RTP, NC 05/19/2006
ELBM  RA1199.4.M37P74 2005 AWBERC Library/Cincinnati,OH 01/12/2007
Collation x, 508 p. : ill. ; 24 cm.
Includes bibliographical references and index.
Contents Notes
A brief introduction to predictive toxicology / Christoph Helma -- Description and representation of chemicals / Wolfgang Guba -- Computational biology and toxicogenomics / Kathleen Marchal ... {et al.} -- Toxicological information for use in predictive modelig: quality, sources, and databases / Mark T.D. Cronin -- The use of expert systems for toxicology risk prediction / Simon Parsons and Peter McBurney -- Regression- and projection-based approaches in predictive toxicology / Lennart Eriksson, Erik Johansson, and Torbj orn Lundstedt -- Machine learning and data mining / Stefan Kramer and Christoph Helma -- Neural networks and kernel machines for vector and structured data / Paolo Frasconi -- Applications of substructure-based SAR in toxicology / Herbert S. Rosenkranz and Bhavani P. Thampatty -- OncoLogic: a mechanism-based expert system for predicting the carcinogenic potential of chemicals / Yin-Tak Woo and David Y. Lai -- META: an expert system for the prediction of metabolic transformations / Gilles Klopman and Aleksandr Sedykh -- MC4PC - an artificial intelligence approach to the discovery of quantitative structure-toxic activity relationships / Gilles Klopman ... {et al.} -- PASS: prediction of biological activity spectra for substances / Vladimir Poroikov and Dmitri Filimonov -- Iazar: lazy structure-activity relationships for toxicity prediction / Christoph Helma.