Three dimensional QSAR : applications in pharmacology and toxicology / Jean Pierre Doucet, Annick Panaye

By:

Doucet, Jean Pierre

Contributor(s):

Panaye, Annick

Material type: Text

TextSeries: QSAR in environmental and health sciencesPublication details: Boca Raton, FL : CRC Press , 2010Description: xxxiv, 533 pages, [8] pages of plates : ill. (some color) ; 24 cmISBN:

9781420091151
1420091158

Subject(s):

Summary: "Experiencing rapid growth over the last 15 years, quantitative structure-activity relationships (QSAR) continue to evolve quickly with an explosion of new tools and techniques. These techniques now play an increasing role in drug design and chemical risk assessment. New molecular descriptors based on three-dimensional structures incorporate a range of classical approaches, including regression and PLS analysis, as well as new nonlinear approaches, such as neural networks and support vector machines. Three-Dimensional QSAR addresses the scope and limitations of different modeling techniques using case studies from pharmacology, toxicology, and ecotoxicology to demonstrate the utility of each technique"--Provided by publisher

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Holdings ( 1 )
Title notes ( 2 )

Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Open Shelf	UMPLIB GAMBANG	RM301.42 .D68 2010 (Browse shelf(Opens below))	1	Available		0000062955

Includes bibliographical references and index

"Experiencing rapid growth over the last 15 years, quantitative structure-activity relationships (QSAR) continue to evolve quickly with an explosion of new tools and techniques. These techniques now play an increasing role in drug design and chemical risk assessment. New molecular descriptors based on three-dimensional structures incorporate a range of classical approaches, including regression and PLS analysis, as well as new nonlinear approaches, such as neural networks and support vector machines. Three-Dimensional QSAR addresses the scope and limitations of different modeling techniques using case studies from pharmacology, toxicology, and ecotoxicology to demonstrate the utility of each technique"--Provided by publisher