Three dimensional QSAR applications in pharmacology and toxicology

"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 b...

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Bibliographic Details
Main Author Doucet, Jean-Pierre
Other Authors Panaye, Annick
Format eBook
LanguageEnglish
Published Boca Raton : CRC Press, 2010.
SeriesQSAR in environmental and health sciences.
Subjects
QSAR (Biochemistry)
Pharmacology > Research > Methodology.
Toxicology > Research > Methodology.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781420091168
Physical Descriptionxxxiv, 533 p., [8] p. of col. plates : ill.

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300 |a xxxiv, 533 p., [8] p. of col. plates :  |b ill. 
490 1 |a QSAR in environmental and health sciences 
504 |a Includes bibliographical references (p. 467-520) and index. 
505 0 |a pt. 1. Actual 3D models -- pt. 2. Around the 3D approaches -- pt. 3. Beyond 3D -- pt. 4. Receptor-related models. 
520 |a "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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
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