Chemometric Methods In Molecular Design

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Chemometric Methods in Molecular Design

Author : Han van de Waterbeemd
Publisher : John Wiley & Sons
ISBN 13 : 352761544X
Total Pages : 379 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Chemometric Methods in Molecular Design by : Han van de Waterbeemd

Download or read book Chemometric Methods in Molecular Design written by Han van de Waterbeemd and published by John Wiley & Sons. This book was released on 2008-07-11 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The statistical analysis of experimental and theoretical data lies at the heart of modern drug design. This practice-oriented handbook is a comprehensive account of modern chemometric methods in molecular design. It presents strategies for making more rational choices in the planning of syntheses, and describes techniques for analyzing biological and chemical data. Written by the world's experts, it provides in-depth information on * molecular concepts * experimental design in the planning of syntheses * multivariate analysis of chemical and biological data * statistical validation of QSAR results An additional benefit: the book contains a critical survey of commercially available software packages both for statistical analysis as well as for special applications. Industrial and academic researches in medicinal chemistry and organic chemistry will value this book as a useful source of information for their daily work. Also available: Advanced Computer-Assisted Techniques in Drug Discovery, edited by H. van de Waterbeemd

Evolutionary Algorithms in Molecular Design

Author : David E. Clark
Publisher : John Wiley & Sons
ISBN 13 : 352761317X
Total Pages : 288 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Evolutionary Algorithms in Molecular Design by : David E. Clark

Download or read book Evolutionary Algorithms in Molecular Design written by David E. Clark and published by John Wiley & Sons. This book was released on 2008-11-21 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: When trying to find new methods and problem-solving strategies for their research, scientists often turn to nature for inspiration. An excellent example of this is the application of Darwin's Theory of Evolution, particularly the notion of the 'survival of the fittest', in computer programs designed to search for optimal solutions to many kinds of problems. These 'evolutionary algorithms' start from a population of possible solutions to a given problem and, by applying evolutionary principles, evolve successive generations with improved characteristics until an optimal, or near-optimal, solution is obtained. This book highlights the versatility of evolutionary algorithms in areas of relevance to molecular design with a particular focus on drug design. The authors, all of whom are experts in their field, discuss the application of these computational methods to a wide range of research problems including conformational analysis, chemometrics and quantitative structure-activity relationships, de novo molecular design, chemical structure handling, combinatorial library design, and the study of protein folding. In addition, the use of evolutionary algorithms in the determination of structures by X-ray crystallography and NMR spectroscopy is also covered. These state-of-the-art reviews, together with a discussion of new techniques and future developments in the field, make this book a truly valuable and highly up-to-date resource for anyone engaged in the application or development of computer-assisted methods in scientific research.

Advanced Computer-Assisted Techniques in Drug Discovery

Author : Han van de Waterbeemd
Publisher : John Wiley & Sons
ISBN 13 : 3527615660
Total Pages : 363 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Advanced Computer-Assisted Techniques in Drug Discovery by : Han van de Waterbeemd

Download or read book Advanced Computer-Assisted Techniques in Drug Discovery written by Han van de Waterbeemd and published by John Wiley & Sons. This book was released on 2008-09-26 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of powerful computers has revolutionized molecular design and drug discovery. Thoroughly researched and well-structured, this comprehensive handbook covers highly effective and efficient techniques in 3D-QSAR and advanced statistical analysis. The emphasis is on showing users how to apply these methods and avoid costly and time-consuming methodical errors. Topics covered include * combination of statistical methods and molecular modeling tools * rational use of databases * advanced statistical techniques * neural networks and expert systems in molecular design This book addresses the practitioner in industry and research, as well as the novice wishing to become acquainted with modern tools in medicinal chemistry.

3D QSAR in Drug Design

Author : Hugo Kubinyi
Publisher : Springer Science & Business Media
ISBN 13 : 0306468581
Total Pages : 353 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis 3D QSAR in Drug Design by : Hugo Kubinyi

Download or read book 3D QSAR in Drug Design written by Hugo Kubinyi and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant progress has been made in the study of three-dimensional quantitative structure-activity relationships (3D QSAR) since the first publication by Richard Cramer in 1988 and the first volume in the series, 3D QSAR in Drug Design. Theory, Methods and Applications, published in 1993. The aim of that early book was to contribute to the understanding and the further application of CoMFA and related approaches and to facilitate the appropriate use of these methods. Since then, hundreds of papers have appeared using the quickly developing techniques of both 3D QSAR and computational sciences to study a broad variety of biological problems. Again the editor(s) felt that the time had come to solicit reviews on published and new viewpoints to document the state of the art of 3D QSAR in its broadest definition and to provide visions of where new techniques will emerge or new appli- tions may be found. The intention is not only to highlight new ideas but also to show the shortcomings, inaccuracies, and abuses of the methods. We hope this book will enable others to separate trivial from visionary approaches and me-too methodology from in- vative techniques. These concerns guided our choice of contributors. To our delight, our call for papers elicited a great many manuscripts.

Molecular Diversity in Drug Design

Author : P.M. Dean
Publisher : Springer Science & Business Media
ISBN 13 : 0306468735
Total Pages : 261 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Molecular Diversity in Drug Design by : P.M. Dean

Download or read book Molecular Diversity in Drug Design written by P.M. Dean and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-throughput screening and combinatorial chemistry are two of the most potent weapons ever to have been used in the discovery of new drugs. At a stroke, it seems to be possible to synthesise more molecules in a month than have previously been made in the whole of the distinguished history of organic chemistry, Furthermore, all the molecules can be screened in the same short period. However, like any weapons of immense power, these techniques must be used with care, to achieve maximum impact. The costs of implementing and running high-throughput screening and combinatorial chemistry are high, as large dedicated facilities must be built and staffed. In addition, the sheer number of chemical leads generated may overwhelm the lead optimisation teams in a hail of friendly fire. Mother nature has not entirely surrendered, as the number of building blocks that could be used to build libraries would require more atoms than there are in the universe. In addition, the progress made by the Human Genome Project has uncovered many proteins with different functions but related binding sites, creating issues of selectivity. Advances in the new field of pharmacogenomics will produce more of these challenges. There is a real need to make hi- throughput screening and combinatorial chemistry into 'smart' weapons, so that their power is not dissipated. That is the challenge for modellers, computational chemists, cheminformaticians and IT experts. In this book, we have broken down this grand challenge into key tasks.

Molecular Similarity in Drug Design

Author : P.M. Dean
Publisher : Springer Science & Business Media
ISBN 13 : 9401113505
Total Pages : 358 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Molecular Similarity in Drug Design by : P.M. Dean

Download or read book Molecular Similarity in Drug Design written by P.M. Dean and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Molecular similarity searching is fast becoming a key tool in organic chemistry. In this book, the editor has brought together an international team of authors, each working at the forefront of this technology, providing a timely and concise overview of current research. The chapters focus principally on those methods which have reached sufficient maturity to be of immediate practical use in molecular design.

Quantitative Structure-Activity Relationships in Drug Design, Predictive Toxicology, and Risk Assessment

Author : Roy, Kunal
Publisher : IGI Global
ISBN 13 : 1466681373
Total Pages : 727 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Quantitative Structure-Activity Relationships in Drug Design, Predictive Toxicology, and Risk Assessment by : Roy, Kunal

Download or read book Quantitative Structure-Activity Relationships in Drug Design, Predictive Toxicology, and Risk Assessment written by Roy, Kunal and published by IGI Global. This book was released on 2015-02-28 with total page 727 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative structure-activity relationships (QSARs) represent predictive models derived from the application of statistical tools correlating biological activity or other properties of chemicals with descriptors representative of molecular structure and/or property. Quantitative Structure-Activity Relationships in Drug Design, Predictive Toxicology, and Risk Assessment discusses recent advancements in the field of QSARs with special reference to their application in drug development, predictive toxicology, and chemical risk analysis. Focusing on emerging research in the field, this book is an ideal reference source for industry professionals, students, and academicians in the fields of medicinal chemistry and toxicology.

Chemometrics

Author : Ed Morgan
Publisher : Wiley-Blackwell
ISBN 13 :
Total Pages : 304 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Chemometrics by : Ed Morgan

Download or read book Chemometrics written by Ed Morgan and published by Wiley-Blackwell. This book was released on 1995-09-28 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores experimental design and its use in statistical analysis. Divided into five parts, it covers the statistical methods used in experimental design; introduces randomization, replication and blocking; explores designs with more than one factor focusing chiefly on two-level designs; examines fractional factorial designs; and discusses response surface methodology. Written by some of the foremost lecturers in analytical chemistry and designed for those who wish to study in a more flexible way than possible in traditional institutional learning.

Handbook of Molecular Descriptors

Author : Roberto Todeschini
Publisher : John Wiley & Sons
ISBN 13 : 3527613110
Total Pages : 688 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Handbook of Molecular Descriptors by : Roberto Todeschini

Download or read book Handbook of Molecular Descriptors written by Roberto Todeschini and published by John Wiley & Sons. This book was released on 2008-07-11 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative studies on structure-activity and structure-property relationships are powerful tools in directed drug research. In recent years, various strategies have been developed to characterize and classify structural patterns by means of molecular descriptors. It has become possible not only to assess diversities or similarities of structure databases, but molecular descriptors also facilitate the identification of potential bioactive molecules from the rapidly increasing number of compound libraries. They even allow for a controlled de-novo design of new lead structures. This is the most comprehensive collection of molecular descriptors and presents a detailed review from the origins of this research field up to present day. This practically oriented reference book gives a thorough overview of the different molecular descriptors representations and their corresponding molecular descriptors. All descriptors are listed with their definition, symbols and labels, formulas, some numerical examples, data and molecular graphs, while numerous figures and tables aid comprehension of the definitions. Cross-references throughout, a list of acronyms and notations allow easy access to the information needed to solve a specific research problem. Examples of descriptor calculations along with tables of descriptor values for a set of selected reference compounds and an up-to-date reference list add to the practical value of the book, making it an invaluable guide for all those dealing with bioactive molecules as well as for researchers.

Chemometric Methods in Capillary Electrophoresis

Author : Grady Hanrahan
Publisher : John Wiley & Sons
ISBN 13 : 0470530189
Total Pages : 460 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Chemometric Methods in Capillary Electrophoresis by : Grady Hanrahan

Download or read book Chemometric Methods in Capillary Electrophoresis written by Grady Hanrahan and published by John Wiley & Sons. This book was released on 2009-10-22 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use chemometric techniques to develop optimum separation conditions for capillary electrophoreses For all its advantages, capillary electrophoresis (CE) also carries significant disadvantages for the researcher. Offering a unique blend of information from authors active in a variety of developments of chemometrics in CE, Chemometric Methods in Capillary Electrophoresis presents modern chemometric methods as an alternative to help alleviate the problems commonly encountered during routine analysis and method development. Focusing on current chemometric methods utilized in CE endeavours by research-active experts in the field, the book begins with a thorough introduction to CE and chemometric-related concepts and the need for modern chemometric methods in CE. Part 1 discusses differing types of screening designs and response surface methodology¿in an¿application based format Part 2 includes vital discussion on various exploratory data analysis, prediction, and classification techniques utilized in CE-related studies Part 3 provides practical information on modelling quantitative structure relationships Part 4 explores transformation techniques, in particular fundamental studies and applications of cross-correlation and Hadamard Transform Electrophoresis Showing how chemometric methods are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic, and environmental science, Chemometric Methods in Capillary Electrophoresis is not only highly significant to capillary electrophoresis-based endeavours, but instructive for investigators active in other areas of separation science who could benefit from its informative content.

Molecular Quantum Similarity in QSAR and Drug Design

Author : R. Carbo-Dorca
Publisher : Springer Science & Business Media
ISBN 13 : 3642572731
Total Pages : 123 pages
Book Rating : 4.6/5 (425 download)

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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 and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 123 pages. 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.

Structure-property Correlations in Drug Research

Author : Han van de Waterbeemd
Publisher :
ISBN 13 :
Total Pages : 228 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Structure-property Correlations in Drug Research by : Han van de Waterbeemd

Download or read book Structure-property Correlations in Drug Research written by Han van de Waterbeemd and published by . This book was released on 1996 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of statistical chemometric methods used in the rapidly changing arena of drug discovery. It deals with physicochemical molecular descriptors, modern statistical methods to study structure-property and structure-activity relationships, including three-dimensional QSAR approaches and the concepts of molecular diversity. All scientists who investigate quantitative structure-activity relationships in medicinal, agricultural, or environmental chemistry should benefit from this book.

Annual Reports in Medicinal Chemistry

Author : David Robertson
Publisher : Academic Press
ISBN 13 : 0080583776
Total Pages : 481 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Annual Reports in Medicinal Chemistry by : David Robertson

Download or read book Annual Reports in Medicinal Chemistry written by David Robertson and published by Academic Press. This book was released on 1998-10-21 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annual Reports in Medicinal Chemistry provides timely and critical reviews of important topics in medicinal chemistry together with an emphasis on emerging topics in the biological sciences, which are expectedto provide the basis for entirely new future therapies.

Potential Therapeutic Applications of Nano-antioxidants

Author : Sharda Sundaram Sanjay
Publisher : Springer Nature
ISBN 13 : 9811611432
Total Pages : 118 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Potential Therapeutic Applications of Nano-antioxidants by : Sharda Sundaram Sanjay

Download or read book Potential Therapeutic Applications of Nano-antioxidants written by Sharda Sundaram Sanjay and published by Springer Nature. This book was released on 2021-08-27 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the nano-antioxidants and their potential therapeutic applications. The chapters start with basic information on free radicals and antioxidants, through natural antioxidants, mechanisms of their action, ending with the use of nano-antioxidants particularly its potential therapeutic applications. Nano-antioxidant therapy has a promising future that has to be explored. It is a bridge topic to connect the already existing literature with potential therapeutic highlights. This book is designated for students and researchers interested in Biochemistry, Chemistry, Physics, Food Science and nutrition, Pharmaceutical Science and Medicine. It would also be interesting to global audiences from human and animal nutrition to food preservation and packaging.

Reviews in Computational Chemistry, Volume 11

Author : Kenny B. Lipkowitz
Publisher : John Wiley & Sons
ISBN 13 : 0470126159
Total Pages : 458 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Reviews in Computational Chemistry, Volume 11 by : Kenny B. Lipkowitz

Download or read book Reviews in Computational Chemistry, Volume 11 written by Kenny B. Lipkowitz and published by John Wiley & Sons. This book was released on 2009-09-22 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 11 Reviews in Computational Chemistry Kenny B. Lipkowitz and Donald B. Boyd The Theme of this Eleventh Volume is Computer-Aided Ligand Design and Modeling of Biomolecules. A Stellar Group of Scientists from Around the World Join in this Volume to Provide Tutorials for Beginners and Experts. Chapters 1 and 2 Take A Detailed Look at De Novo Design Methodologies for Discovering New Ligands which May Become Pharmaceuticals. Chapters 3 and 4 Cover the Methods and Applications of Three-Dimensional Quantitative Structure-Activity Relationships (3D-QSAR) Currently Used in Drug Discovery. Ways to Compute the Correct Lipophilic/Hydrophilic Behavior of Molecules are Taught in Chapter 5. Chapter 6 is an Exposition of Realistically Simulating DNA in the Complex Milieu of Ions that Surround it. An Appendix to this Volume Gives A Compendium of Software and Internet Tools for Computational Chemistry. -From Reviews of the Series . This Well-Respected Series Continues the Fine Selection of Topics and Presentation Qualities Set Forth by the Previous Members. For Example, Each Chapter Contains Thorough Treatment of the Theory Behind the Topic Being Covered. Moreover, the Background Material is Followed by Ample Timely Examples Culled From Recent Literature. Journal of Medicinal Chemistry

Quantitative Structure-Activity Relationship (QSAR) Models of Mutagens and Carcinogens

Author : Romualdo Benigni
Publisher : CRC Press
ISBN 13 : 1135505691
Total Pages : 441 pages
Book Rating : 4.1/5 (355 download)

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Book Synopsis Quantitative Structure-Activity Relationship (QSAR) Models of Mutagens and Carcinogens by : Romualdo Benigni

Download or read book Quantitative Structure-Activity Relationship (QSAR) Models of Mutagens and Carcinogens written by Romualdo Benigni and published by CRC Press. This book was released on 2003-02-26 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied with success in a number of areas, QSAR studies have become particularly popular in the rational design of drugs and pesticides. Much has been published on the principles of QSAR in this area, but not on their application s to toxic chemicals. This book provides the first comprehensive, interdisciplinary presentation of QSAR studies on

Multi- and Megavariate Data Analysis Basic Principles and Applications

Author : L. Eriksson
Publisher : Umetrics Academy
ISBN 13 : 9197373052
Total Pages : 509 pages
Book Rating : 4.1/5 (973 download)

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Book Synopsis Multi- and Megavariate Data Analysis Basic Principles and Applications by : L. Eriksson

Download or read book Multi- and Megavariate Data Analysis Basic Principles and Applications written by L. Eriksson and published by Umetrics Academy. This book was released on 2013-07-01 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: To understand the world around us, as well as ourselves, we need to measure many things, many variables, many properties of the systems and processes we investigate. Hence, data collected in science, technology, and almost everywhere else are multivariate, a data table with multiple variables measured on multiple observations (cases, samples, items, process time points, experiments). This book describes a remarkably simple minimalistic and practical approach to the analysis of data tables (multivariate data). The approach is based on projection methods, which are PCA (principal components analysis), and PLS (projection to latent structures) and the book shows how this works in science and technology for a wide variety of applications. In particular, it is shown how the great information content in well collected multivariate data can be expressed in terms of simple but illuminating plots, facilitating the understanding and interpretation of the data. The projection approach applies to a variety of data-analytical objectives, i.e., (i) summarizing and visualizing a data set, (ii) multivariate classification and discriminant analysis, and (iii) finding quantitative relationships among the variables. This works with any shape of data table, with many or few variables (columns), many or few observations (rows), and complete or incomplete data tables (missing data). In particular, projections handle data matrices with more variables than observations very well, and the data can be noisy and highly collinear. Authors: The five authors are all connected to the Umetrics company (www.umetrics.com) which has developed and sold software for multivariate analysis since 1987, as well as supports customers with training and consultations. Umetrics' customers include most large and medium sized companies in the pharmaceutical, biopharm, chemical, and semiconductor sectors.