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Predictive toxicology /

Helma, Christoph.

Predictive toxicology /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Predictive toxicology // edited by Christoph Helma.
其他作者:	Helma, Christoph.
出版者:	Boca Raton :Taylor & Francis, : 2005.,
面頁冊數:	x, 508 p. :ill. ; : 24 cm.;
提要註:	"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 predictive toxicology programs, and advanced technologies in computational chemistry and biology, statistics, and data mining."--BOOK JACKET.
標題:	Models, Theoretical. -
ISBN:	082472397X (hard) :

Predictive toxicology /
Predictive toxicology /edited by Christoph Helma. - Boca Raton :Taylor & Francis,2005. - x, 508 p. :ill. ;24 cm.

Includes bibliographical references and index.

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 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 ... [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.

"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 predictive toxicology programs, and advanced technologies in computational chemistry and biology, statistics, and data mining."--BOOK JACKET.

ISBN: 082472397X (hard) :NT6118

LCCN: 2005044038Subjects--Topical Terms:

217546
Models, Theoretical.

LC Class. No.: RA1199.4.M37 / P74 2005

National Library of Medicine Call No.: 2005 F-899

Predictive toxicology /
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020 $a 082472397X (hard) : $c NT6118
020 $a 9780824723972 (hard)
035 $a (OCoLC)58890317
035 $a 25800000002
040 $a KMU $b KMU
049 $a FISA
050 0 0 $a RA1199.4.M37 $b P74 2005
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060 1 0 $a QV 600 $b P9235 2005
245 0 0 $a Predictive toxicology / $c edited by Christoph Helma.
260 $a Boca Raton : $c 2005. $b Taylor & Francis,
300 $a x, 508 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references and index.
505 0 $a 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 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 ... [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.
520 1 $a "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 predictive toxicology programs, and advanced technologies in computational chemistry and biology, statistics, and data mining."--BOOK JACKET.
650 2 2 $2 96060 $a Models, Theoretical. $3 217546
650 2 2 $2 96060 $a Computer Simulation. $3 213655
650 1 2 $2 96060 $a Toxicology $x methods. $3 248635
650 0 $a Toxicology $x Computer simulation. $3 320844
650 0 $a Toxicology $x Mathematical models. $3 320843
700 1 $a Helma, Christoph. $3 320842