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Statistical Modelling of Molecular Descriptors in QSAR/QSPR

2012-09-13 Medical
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Release : 2012-09-13
Genre : Medical
Kind : eBook
Book Rating : 012/5 ( reviews)

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Book Synopsis Statistical Modelling of Molecular Descriptors in QSAR/QSPR by : Matthias Dehmer

Download or read book Statistical Modelling of Molecular Descriptors in QSAR/QSPR written by Matthias Dehmer. This book was released on 2012-09-13. Available in PDF, EPUB and Kindle. Book excerpt: This handbook and ready reference presents a combination of statistical, information-theoretic, and data analysis methods to meet the challenge of designing empirical models involving molecular descriptors within bioinformatics. The topics range from investigating information processing in chemical and biological networks to studying statistical and information-theoretic techniques for analyzing chemical structures to employing data analysis and machine learning techniques for QSAR/QSPR. The high-profile international author and editor team ensures excellent coverage of the topic, making this a must-have for everyone working in chemoinformatics and structure-oriented drug design.

A Primer on QSAR/QSPR Modeling

2015-04-11 Science
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Release : 2015-04-11
Genre : Science
Kind : eBook
Book Rating : 816/5 ( reviews)

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Book Synopsis A Primer on QSAR/QSPR Modeling by : Kunal Roy

Download or read book A Primer on QSAR/QSPR Modeling written by Kunal Roy. This book was released on 2015-04-11. Available in PDF, EPUB and Kindle. Book excerpt: This brief goes back to basics and describes the Quantitative structure-activity/property relationships (QSARs/QSPRs) that represent predictive models derived from the application of statistical tools correlating biological activity (including therapeutic and toxic) and properties of chemicals (drugs/toxicants/environmental pollutants) with descriptors representative of molecular structure and/or properties. It explains how the sub-discipline of Cheminformatics is used for many applications such as risk assessment, toxicity prediction, property prediction and regulatory decisions apart from drug discovery and lead optimization. The authors also present, in basic terms, how QSARs and related chemometric tools are extensively involved in medicinal chemistry, environmental chemistry and agricultural chemistry for ranking of potential compounds and prioritizing experiments. At present, there is no standard or introductory publication available that introduces this important topic to students of chemistry and pharmacy. With this in mind, the authors have carefully compiled this brief in order to provide a thorough and painless introduction to the fundamental concepts of QSAR/QSPR modelling. The brief is aimed at novice readers.

Recent Advances in QSAR Studies

2010-01-19 Science
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Release : 2010-01-19
Genre : Science
Kind : eBook
Book Rating : 832/5 ( reviews)

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Book Synopsis Recent Advances in QSAR Studies by : Tomasz Puzyn

Download or read book Recent Advances in QSAR Studies written by Tomasz Puzyn. This book was released on 2010-01-19. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an interdisciplinary overview on the most recent advances in QSAR studies. The first part consists of a comprehensive review of QSAR methodology. The second part highlights the interdisciplinary aspects and new areas of QSAR modelling.

Molecular Descriptors in QSAR/QSPR

2000-02-24 Medical
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Release : 2000-02-24
Genre : Medical
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Molecular Descriptors in QSAR/QSPR by : Mati Karelson

Download or read book Molecular Descriptors in QSAR/QSPR written by Mati Karelson. This book was released on 2000-02-24. Available in PDF, EPUB and Kindle. Book excerpt: Molecular descriptors are mathematical values that describe the structure or shape of molecules, helping predict the activity and properties of molecules in complex experiments. This book describes the equations known as QSAR (quantitative structure-activity relationships) and QSPR (quantitative structure-property relationships), showing how they can be used productively in a wide range of industries.

Molecular Quantum Similarity in QSAR and Drug Design

2012-12-06 Science
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Release : 2012-12-06
Genre : Science
Kind : eBook
Book Rating : 731/5 ( reviews)

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Book Synopsis Molecular Quantum Similarity in QSAR and Drug Design by : R. Carbo-Dorca

Download or read book Molecular Quantum Similarity in QSAR and Drug Design written by R. Carbo-Dorca. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: The authors introduce the concept of Molecular Quantum Similarity, developed in their laboratory, in a didactic form. The basis of the concept combines quantum theoretical calculations with molecular structure and properties even for large molecules. They give definitions and procedures to compute similarities molecules and provide graphical tools for visualization of sets of molecules as n-dimensional point charts.

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