Data Mining Techniques for the Life Sciences PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Data Mining Techniques for the Life Sciences PDF full book. Access full book title Data Mining Techniques for the Life Sciences by Oliviero Carugo. Download full books in PDF and EPUB format.
Author: Oliviero Carugo
Publisher: Humana
ISBN: 9781493956883
Category : Science
Languages : en
Pages : 407
Get Book Here
Book Description
Most life science researchers will agree that biology is not a truly theoretical branch of science. The hype around computational biology and bioinformatics beginning in the nineties of the 20th century was to be short lived (1, 2). When almost no value of practical importance such as the optimal dose of a drug or the three-dimensional structure of an orphan protein can be computed from fundamental principles, it is still more straightforward to determine them experimentally. Thus, experiments and observationsdogeneratetheoverwhelmingpartofinsightsintobiologyandmedicine. The extrapolation depth and the prediction power of the theoretical argument in life sciences still have a long way to go. Yet, two trends have qualitatively changed the way how biological research is done today. The number of researchers has dramatically grown and they, armed with the same protocols, have produced lots of similarly structured data. Finally, high-throu- put technologies such as DNA sequencing or array-based expression profiling have been around for just a decade. Nevertheless, with their high level of uniform data generation, they reach the threshold of totally describing a living organism at the biomolecular level for the first time in human history. Whereas getting exact data about living systems and the sophistication of experimental procedures have primarily absorbed the minds of researchers previously, the weight increasingly shifts to the problem of interpreting accumulated data in terms of biological function and bio- lecular mechanisms.
Author: Oliviero Carugo
Publisher: Humana
ISBN: 9781493956883
Category : Science
Languages : en
Pages : 407
Get Book Here
Book Description
Most life science researchers will agree that biology is not a truly theoretical branch of science. The hype around computational biology and bioinformatics beginning in the nineties of the 20th century was to be short lived (1, 2). When almost no value of practical importance such as the optimal dose of a drug or the three-dimensional structure of an orphan protein can be computed from fundamental principles, it is still more straightforward to determine them experimentally. Thus, experiments and observationsdogeneratetheoverwhelmingpartofinsightsintobiologyandmedicine. The extrapolation depth and the prediction power of the theoretical argument in life sciences still have a long way to go. Yet, two trends have qualitatively changed the way how biological research is done today. The number of researchers has dramatically grown and they, armed with the same protocols, have produced lots of similarly structured data. Finally, high-throu- put technologies such as DNA sequencing or array-based expression profiling have been around for just a decade. Nevertheless, with their high level of uniform data generation, they reach the threshold of totally describing a living organism at the biomolecular level for the first time in human history. Whereas getting exact data about living systems and the sophistication of experimental procedures have primarily absorbed the minds of researchers previously, the weight increasingly shifts to the problem of interpreting accumulated data in terms of biological function and bio- lecular mechanisms.
Author: Chukwuebuka Egbuna
Publisher: Academic Press
ISBN: 0128227990
Category : Science
Languages : en
Pages : 302
Get Book Here
Book Description
Analytical Techniques in Biosciences: From Basics to Applications presents comprehensive and up-to-date information on the various analytical techniques obtainable in bioscience research laboratories across the world. This book contains chapters that discuss the basic bioanalytical protocols and sample preparation guidelines. Commonly encountered analytical techniques, their working principles, and applications were presented. Techniques, considered in this book, include centrifugation techniques, electrophoretic techniques, chromatography, titrimetry, spectrometry, and hyphenated techniques. Subsequent chapters emphasize molecular weight determination and electroanalytical techniques, biosensors, and enzyme assay protocols. Other chapters detail microbial techniques, statistical methods, computational modeling, and immunology and immunochemistry.The book draws from experts from key institutions around the globe, who have simplified the chapters in a way that will be useful to early-stage researchers as well as advanced scientists. It is also carefully structured and integrated sequentially to aid flow, consistency, and continuity. This is a must-have reference for graduate students and researchers in the field of biosciences. - Presents basic analytical protocols and sample-preparation guidelines - Details the various analytical techniques, including centrifugation, spectrometry, chromatography, and titrimetry - Describes advanced techniques such as hyphenated techniques, electroanalytical techniques, and the application of biosensors in biomedical research - Presents biostatistical tools and methods and basic computational models in biosciences
Author: Andreas Hofmann
Publisher: Cambridge University Press
ISBN: 1107044707
Category : Business & Economics
Languages : en
Pages : 229
Get Book Here
Book Description
An accessible overview of the most popular and cutting-edge methods for studying the properties of molecules and their interactions.
Author: Heather B. Miller
Publisher: Academic Press
ISBN: 0123855454
Category : Science
Languages : en
Pages : 227
Get Book Here
Book Description
This manual is an indispensable tool for introducing advanced undergraduates and beginning graduate students to the techniques of recombinant DNA technology, or gene cloning and expression. The techniques used in basic research and biotechnology laboratories are covered in detail. Students gain hands-on experience from start to finish in subcloning a gene into an expression vector, through purification of the recombinant protein. The third edition has been completely re-written, with new laboratory exercises and all new illustrations and text, designed for a typical 15-week semester, rather than a 4-week intensive course. The "project approach to experiments was maintained: students still follow a cloning project through to completion, culminating in the purification of recombinant protein. It takes advantage of the enhanced green fluorescent protein - students can actually visualize positive clones following IPTG induction. - Cover basic concepts and techniques used in molecular biology research labs - Student-tested labs proven successful in a real classroom laboratories - Exercises simulate a cloning project that would be performed in a real research lab - "Project" approach to experiments gives students an overview of the entire process - Prep-list appendix contains necessary recipes and catalog numbers, providing staff with detailed instructions
Author: Keith Wilson
Publisher: Cambridge University Press
ISBN: 0521516358
Category : Medical
Languages : en
Pages : 769
Get Book Here
Book Description
Uniquely integrates the theory and practice of key experimental techniques for bioscience undergraduates. Now includes drug discovery and clinical biochemistry.
Author: Andreas Hofmann
Publisher: Cambridge University Press
ISBN: 1108365256
Category : Science
Languages : en
Pages : 962
Get Book Here
Book Description
Bringing this best-selling textbook right up to date, the new edition uniquely integrates the theories and methods that drive the fields of biology, biotechnology and medicine, comprehensively covering both the techniques students will encounter in lab classes and those that underpin current key advances and discoveries. The contents have been updated to include both traditional and cutting-edge techniques most commonly used in current life science research. Emphasis is placed on understanding the theory behind the techniques, as well as analysis of the resulting data. New chapters cover proteomics, genomics, metabolomics, bioinformatics, as well as data analysis and visualisation. Using accessible language to describe concepts and methods, and with a wealth of new in-text worked examples to challenge students' understanding, this textbook provides an essential guide to the key techniques used in current bioscience research.
Author: Prakash Singh Bisen
Publisher: CRC Press
ISBN: 1466512407
Category : Medical
Languages : en
Pages : 387
Get Book Here
Book Description
Instrumentation is central to the study of physiology and genetics in living organisms, especially at the molecular level. Numerous techniques have been developed to address this in various biological disciplines, creating a need to understand the physical principles involved in the operation of research instruments and the parameters required in using them. Introduction to Instrumentation in Life Sciences fills this need by addressing different aspects of tools that hold the keys to cutting-edge research and innovative applications, from basic techniques to advanced instrumentation. The text describes all topics so even beginners can easily understand the theoretical and practical aspects. Comprehensive chapters encompass well-defined methodology that describes the instruments and their corresponding applications in different scientific fields. The book covers optical and electron microscopy; micrometry, especially in microbial taxonomy; pH meters and oxygen electrodes; chromatography for separation and purification of products from complex mixtures; spectroscopic and spectrophotometric techniques to determine structure and function of biomolecules; preparative and analytical centrifugation; electrophoretic techniques; x-ray microanalysis including crystallography; applications of radioactivity, including autoradiography and radioimmunoassays; and fermentation technology and subsequent separation of products of interest. The book is designed to serve a wide range of students and researchers in diversified fields of life sciences: pharmacy, biotechnology, microbiology, biochemistry, and environmental sciences. It introduces different aspects of basic experimental methods and instrumentation. The book is unique in its broad subject coverage, incorporating fundamental techniques as well as applications of modern molecular and proteomic tools that are the basis for state-of-the-art research. The text emphasizes techniques encountered both in practical classes and in high-throughput environments used in modern industry. As a further aid to students, the authors provide well-illustrated diagrams to explain the principles and theories behind the instruments described.
Author: Sean R. Gallagher
Publisher: John Wiley & Sons
ISBN: 047094241X
Category : Science
Languages : en
Pages : 679
Get Book Here
Book Description
The latest title from the acclaimed Current Protocols series, Current Protocols Essential Laboratory Techniques, 2e provides the new researcher with the skills and understanding of the fundamental laboratory procedures necessary to run successful experiments, solve problems, and become a productive member of the modern life science laboratory. From covering the basic skills such as measurement, preparation of reagents and use of basic instrumentation to the more advanced techniques such as blotting, chromatography and real-time PCR, this book will serve as a practical reference manual for any life science researcher. Written by a combination of distinguished investigators and outstanding faculty, Current Protocols Essential Laboratory Techniques, 2e is the cornerstone on which the beginning scientist can develop the skills for a successful research career.
Author: Rahul Pandey
Publisher: BFC Publications
ISBN: 9390675103
Category : Art
Languages : en
Pages : 190
Get Book Here
Book Description
This book has been written to provide an introduction to key experimental techniques from across the biosciences. The upcoming global challenges for organisms demand a lot of researches to increase our knowledge to cope up with any adverse environmental situation. The basic research in life sciences needs to understand the biological techniques properly. Considering these requirements, the book uniquely integrates the theories and practices that drive the field of molecular biology, cell biology, biochemistry, biotechnology etc. It comprehensively covers both the methods student will encounter in lab classes and those that underpin recent advances and discoveries. The older technical details like Gel-electrophoresis, Chromatography, Centrifugation, Spectroscopy etc will be helpful to grow the initial basic concepts for all type of biological researches while the modern techniques like CRISPRS, Biosensors, DNA sequencing etc will be helpful to develop skills about these upcoming technologies. Our goal is to develop the skills at degree level students in basic biological research that they will be able to plan successfully their own experiments and examine the results obtained.
Author: Schyrlet Cameron
Publisher: Mark Twain Media
ISBN: 1580377068
Category : Juvenile Nonfiction
Languages : en
Pages : 99
Get Book Here
Book Description
Connect students in grades 6–8 with science using Life Science Quest for Middle Grades. This 96-page book helps students practice scientific techniques while studying cells, plants, animals, DNA, heredity, ecosystems, and biomes. The activities use common classroom materials and are perfect for individual, team, and whole-group projects. The book includes a glossary, standards lists, unit overviews, and enrichment suggestions. It is great as core curriculum or a supplement and supports National Science Education Standards.
