Three dimensional QSAR applications in pharmacology and toxicology

• Main Author: Doucet, Jean-Pierre
• Other Authors: Panaye, Annick
• Format: eBook
• Language: English
• Published: Boca Raton : CRC Press, 2010.
• Series: QSAR in environmental and health sciences.
• Subjects: QSAR (Biochemistry); Pharmacology > Research > Methodology.; Toxicology > Research > Methodology.; elektronické knihy; electronic books
• ISBN: 9781420091168
• Physical Description: xxxiv, 533 p., [8] p. of col. plates : ill.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity

"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.