Predictive toxicology. (2005)

• Record Type: Book
• Further Information: Note: Edited by Christoph Helma.
• Other Names: Helma, Christoph
• Contents: A brief introduction to predictive toxicology / Christoph Helma -- Description and representation of chemicals / Wolfgang Guba -- Computational biology and toxicogenomics / Kathleen Marchal [and others] -- 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 Torbjörn 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 [and others] -- PASS: prediction of biological activity spectra for substances / Vladimir Poroikov and Dmitri Filimonov -- Iazar: lazy structure-activity relationships for toxicity prediction / Christoph Helma.
• Publisher Details: Place of publication not identified : CRC Press
• Publication Date: 2005
• Extent: 1 online resource, illustrations
• Subjects: 615.9; Toxicology -- Mathematical models; Toxicology -- Computer simulation; Toxicology -- methods; Models, Theoretical; Computer Simulation; Toxicologie -- Modèles mathématiques; Toxicologie -- Simulation par ordinateur
• Languages: English
• ISBNs: 9780849350351; 0849350352
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.