TY  - BOOK
AU  - Helma,Christoph
TI  - Predictive toxicology
SN  - 082472397X (alk. paper)
U1  - 615.9 22
PY  - 2005///
CY  - Boca Raton
PB  - Taylor & Francis
KW  - Toxicology
KW  - Mathematical models
KW  - Computer simulation
N1  - a brief introduction to predictive; 
description and representation of chemicals; 
computational biology; 
toxicological information for use in predictive modeling : quality, sources, and data bases; 
the use of expert systems for toxicology risk prediction; 
regression -and  projection- based approaches in predictive toxicology; 
machine learning and data mining; 
neural networks and kernel machines for vector and structured data; 
applications of substructure based SAR in toxicology; 
oncologic : a mechanism-based expert system for predicting the carcinogenic potential of chemicals; 
meta : an expert system for the prediction of metabolic transformations; 
MC4PC an artificial intelligence approach to the discovery of quantitative structure toxic activity relationships; 
pass : prediction of biological activity spectra for substances; 
lazar : lazy structure activity relationships for toxicity predictions
ER  -