Data Analysis for the Life Sciences with R

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Author :
Publisher : CRC Press
ISBN 13 : 1498775861
Total Pages : 461 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Data Analysis for the Life Sciences with R by : Rafael A. Irizarry

Download or read book Data Analysis for the Life Sciences with R written by Rafael A. Irizarry and published by CRC Press. This book was released on 2016-10-04 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code that performs this analysis and connect the lines of code to the statistical and mathematical concepts explained.

A History of the Life Sciences

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Author :
Publisher : Marcel Dekker
ISBN 13 :
Total Pages : 520 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis A History of the Life Sciences by : Lois N. Magner

Download or read book A History of the Life Sciences written by Lois N. Magner and published by Marcel Dekker. This book was released on 1994 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: A clear and concise survey of the major themes and theories embedded in the history of life science, this book covers the development and significance of scientific methodologies, the relationship between science and society, and the diverse ideologies and current paradigms affecting the evolution and progression of biological studies. The author discusses cell theory, embryology, physiology, microbiology, evolution, genetics, and molecular biology; the Human Genome Project; and genomics and proteomics. Covering the philosophies of ancient civilizations to modern advances in genomics and molecular biology, the book is a unique and comprehensive resource.

Physics of the Life Sciences

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387772596
Total Pages : 720 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Physics of the Life Sciences by : Jay Newman

Download or read book Physics of the Life Sciences written by Jay Newman and published by Springer Science & Business Media. This book was released on 2010-03-23 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each chapter has three types of learning aides for students: open-ended questions, multiple-choice questions, and quantitative problems. There is an average of about 50 per chapter. There are also a number of worked examples in the chapters, averaging over 5 per chapter, and almost 600 photos and line drawings.

Deep Learning for the Life Sciences

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Author :
Publisher : O'Reilly Media
ISBN 13 : 1492039802
Total Pages : 236 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Deep Learning for the Life Sciences by : Bharath Ramsundar

Download or read book Deep Learning for the Life Sciences written by Bharath Ramsundar and published by O'Reilly Media. This book was released on 2019-04-10 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields. Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. You’ll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine—an example that represents one of science’s greatest challenges. Learn the basics of performing machine learning on molecular data Understand why deep learning is a powerful tool for genetics and genomics Apply deep learning to understand biophysical systems Get a brief introduction to machine learning with DeepChem Use deep learning to analyze microscopic images Analyze medical scans using deep learning techniques Learn about variational autoencoders and generative adversarial networks Interpret what your model is doing and how it’s working

Model Based Inference in the Life Sciences

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Publisher : Springer Science & Business Media
ISBN 13 : 0387740759
Total Pages : 184 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Model Based Inference in the Life Sciences by : David R. Anderson

Download or read book Model Based Inference in the Life Sciences written by David R. Anderson and published by Springer Science & Business Media. This book was released on 2007-12-22 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy based on "multiple working hypotheses" and statistical models to represent them. The text is written for people new to the information-theoretic approaches to statistical inference, whether graduate students, post-docs, or professionals. Readers are however expected to have a background in general statistical principles, regression analysis, and some exposure to likelihood methods. This is not an elementary text as it assumes reasonable competence in modeling and parameter estimation.

Global Transformations in the Life Sciences, 1945–1980

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Author :
Publisher : University of Pittsburgh Press
ISBN 13 : 0822986051
Total Pages : 336 pages
Book Rating : 4.8/5 (229 download)

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Book Synopsis Global Transformations in the Life Sciences, 1945–1980 by : Patrick Manning

Download or read book Global Transformations in the Life Sciences, 1945–1980 written by Patrick Manning and published by University of Pittsburgh Press. This book was released on 2018-06-29 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second half of the twentieth century brought extraordinary transformations in knowledge and practice of the life sciences. In an era of decolonization, mass social welfare policies, and the formation of new international institutions such as UNESCO and the WHO, monumental advances were made in both theoretical and practical applications of the life sciences, including the discovery of life’s molecular processes and substantive improvements in global public health and medicine. Combining perspectives from the history of science and world history, this volume examines the impact of major world-historical processes of the postwar period on the evolution of the life sciences. Contributors consider the long-term evolution of scientific practice, research, and innovation across a range of fields and subfields in the life sciences, and in the context of Cold War anxieties and ambitions. Together, they examine how the formation of international organizations and global research programs allowed for transnational exchange and cooperation, but in a period rife with competition and nationalist interests, which influenced dramatic changes in the field as the postcolonial world order unfolded.

Analytics in Healthcare and the Life Sciences

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Publisher : Pearson Education
ISBN 13 : 0133407330
Total Pages : 351 pages
Book Rating : 4.1/5 (334 download)

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Book Synopsis Analytics in Healthcare and the Life Sciences by : Dwight McNeill

Download or read book Analytics in Healthcare and the Life Sciences written by Dwight McNeill and published by Pearson Education. This book was released on 2014 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make healthcare analytics work: leverage its powerful opportunities for improving outcomes, cost, and efficiency.This book gives you thepractical frameworks, strategies, tactics, and case studies you need to go beyond talk to action. The contributing healthcare analytics innovators survey the field's current state, present start-to-finish guidance for planning and implementation, and help decision-makers prepare for tomorrow's advances. They present in-depth case studies revealing how leading organizations have organized and executed analytic strategies that work, and fully cover the primary applications of analytics in all three sectors of the healthcare ecosystem: Provider, Payer, and Life Sciences. Co-published with the International Institute for Analytics (IIA), this book features the combined expertise of IIA's team of leading health analytics practitioners and researchers. Each chapter is written by a member of the IIA faculty, and bridges the latest research findings with proven best practices. This book will be valuable to professionals and decision-makers throughout the healthcare ecosystem, including provider organization clinicians and managers; life sciences researchers and practitioners; and informaticists, actuaries, and managers at payer organizations. It will also be valuable in diverse analytics, operations, and IT courses in business, engineering, and healthcare certificate programs.

Life Sciences and Related Fields

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Publisher : National Academies Press
ISBN 13 : 0309210712
Total Pages : 164 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Life Sciences and Related Fields by : International Union of Microbiological Societies

Download or read book Life Sciences and Related Fields written by International Union of Microbiological Societies and published by National Academies Press. This book was released on 2012-01-02 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last decade, national and international scientific organizations have become increasingly engaged in considering how to respond to the biosecurity implications of developments in the life sciences and in assessing trends in science and technology (S&T) relevant to biological and chemical weapons nonproliferation. The latest example is an international workshop, Trends in Science and Technology Relevant to the Biological Weapons Convention, held October 31 - November 3, 2010 at the Institute of Biophysics of the Chinese Academy of Sciences in Beijing. Life Sciences and Related Fields summarizes the workshop, plenary, and breakout discussion sessions held during this convention. Given the immense diversity of current research and development, the report is only able to provide an overview of the areas of science and technology the committee believes are potentially relevant to the future of the Biological and Toxic Weapons Convention (BWC), although there is an effort to identify areas that seemed particularly ripe for further exploration and analysis. The report offers findings and conclusions organized around three fundamental and frequently cited trends in S&T that affect the scope and operation of the convention: The rapid pace of change in the life sciences and related fields; The increasing diffusion of life sciences research capacity and its applications, both internationally and beyond traditional research institutions; and The extent to which additional scientific and technical disciplines beyond biology are increasingly involved in life sciences research. The report does not make recommendations about policy options to respond to the implications of the identified trends. The choice of such responses rests with the 164 States Parties to the Convention, who must take into account multiple factors beyond the project's focus on the state of the science.

Calculus for the Life Sciences: A Modeling Approach

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Author :
Publisher : American Mathematical Soc.
ISBN 13 : 1470451425
Total Pages : 713 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Calculus for the Life Sciences: A Modeling Approach by : James L. Cornette

Download or read book Calculus for the Life Sciences: A Modeling Approach written by James L. Cornette and published by American Mathematical Soc.. This book was released on 2019-05-25 with total page 713 pages. Available in PDF, EPUB and Kindle. Book excerpt: Calculus for the Life Sciences is an entire reimagining of the standard calculus sequence with the needs of life science students as the fundamental organizing principle. Those needs, according to the National Academy of Science, include: the mathematical concepts of change, modeling, equilibria and stability, structure of a system, interactions among components, data and measurement, visualization, and algorithms. This book addresses, in a deep and significant way, every concept on that list. The book begins with a primer on modeling in the biological realm and biological modeling is the theme and frame for the entire book. The authors build models of bacterial growth, light penetration through a column of water, and dynamics of a colony of mold in the first few pages. In each case there is actual data that needs fitting. In the case of the mold colony that data is a set of photographs of the colony growing on a ruled sheet of graph paper and the students need to make their own approximations. Fundamental questions about the nature of mathematical modeling—trying to approximate a real-world phenomenon with an equation—are all laid out for the students to wrestle with. The authors have produced a beautifully written introduction to the uses of mathematics in the life sciences. The exposition is crystalline, the problems are overwhelmingly from biology and interesting and rich, and the emphasis on modeling is pervasive. An instructor's manual for this title is available electronically to those instructors who have adopted the textbook for classroom use. Please send email to [email protected] for more information. Online question content and interactive step-by-step tutorials are available for this title in WebAssign. WebAssign is a leading provider of online instructional tools for both faculty and students.

Mathematics for the Life Sciences

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Author :
Publisher : Princeton University Press
ISBN 13 : 0691150729
Total Pages : 630 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Mathematics for the Life Sciences by : Erin N. Bodine

Download or read book Mathematics for the Life Sciences written by Erin N. Bodine and published by Princeton University Press. This book was released on 2014-08-17 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible undergraduate textbook on the essential math concepts used in the life sciences The life sciences deal with a vast array of problems at different spatial, temporal, and organizational scales. The mathematics necessary to describe, model, and analyze these problems is similarly diverse, incorporating quantitative techniques that are rarely taught in standard undergraduate courses. This textbook provides an accessible introduction to these critical mathematical concepts, linking them to biological observation and theory while also presenting the computational tools needed to address problems not readily investigated using mathematics alone. Proven in the classroom and requiring only a background in high school math, Mathematics for the Life Sciences doesn't just focus on calculus as do most other textbooks on the subject. It covers deterministic methods and those that incorporate uncertainty, problems in discrete and continuous time, probability, graphing and data analysis, matrix modeling, difference equations, differential equations, and much more. The book uses MATLAB throughout, explaining how to use it, write code, and connect models to data in examples chosen from across the life sciences. Provides undergraduate life science students with a succinct overview of major mathematical concepts that are essential for modern biology Covers all the major quantitative concepts that national reports have identified as the ideal components of an entry-level course for life science students Provides good background for the MCAT, which now includes data-based and statistical reasoning Explicitly links data and math modeling Includes end-of-chapter homework problems, end-of-unit student projects, and select answers to homework problems Uses MATLAB throughout, and MATLAB m-files with an R supplement are available online Prepares students to read with comprehension the growing quantitative literature across the life sciences A solutions manual for professors and an illustration package is available

Understanding Metaphors in the Life Sciences

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Publisher : Cambridge University Press
ISBN 13 : 1108945015
Total Pages : 223 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Understanding Metaphors in the Life Sciences by : Andrew S. Reynolds

Download or read book Understanding Metaphors in the Life Sciences written by Andrew S. Reynolds and published by Cambridge University Press. This book was released on 2022-04-28 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering a range of metaphors from a diverse field of sciences, from cell and molecular biology to evolution, ecology, and biomedicine, Understanding Metaphors in the Life Sciences explores the positive and negative implications of the widespread use of metaphors in the biological and life sciences. From genetic codes, programs, and blueprints, to cell factories, survival of the fittest, the tree of life, selfish genes, and ecological niches, to genome editing with CRISPR's molecular scissors, metaphors are ubiquitous and vital components of the modern life sciences. But how exactly do metaphors help scientists to understand the objects they study? How can they mislead both scientists and laypeople alike? And what should we all understand about the implications of science's reliance on metaphorical speech and thought for objective knowledge and adequate public policy informed by science? This book will literally help you to better understand the metaphorical dimensions of science.

Innovative Research in Life Sciences

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Publisher : John Wiley & Sons
ISBN 13 : 1119225884
Total Pages : 416 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Innovative Research in Life Sciences by : E. Andrew Balas

Download or read book Innovative Research in Life Sciences written by E. Andrew Balas and published by John Wiley & Sons. This book was released on 2018-11-08 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: “I thoroughly enjoyed reading this book as it has taken me on a journey through time, across the globe and through multiple disciplines. Indeed, we need to be thinking about these concepts and applying them every day to do our jobs better.” Farah Magrabi, Macquarie University, Australia “The reader will find intriguing not only the title but also the content of the book. I’m also pleased that public health, and even more specifically epidemiology has an important place in this ambitious discussion.” Elena Andresen, Oregon Health & Science University, USA “This book is very well written and addresses an important topic. It presents many reasons why basic scientists/researchers should establish collaborations and access information outside traditional means and not limit thinking but rather expand such and perhaps develop more innovative and translational research ventures that will advance science and not move it laterally.” Gerald Pepe, Eastern Virginia Medical School, USA “This book gathers logically and presents interestingly (with many examples) the qualities and attitudes a researcher must possess in order to become successful. On the long run, the deep and carefully reexamined research will be the one that lasts.” Zoltán Néda, Babeş-Bolyai University, Romania “I really liked the five pillars delineating the components of humanism in research. This book has made a major contribution to the research ethics literature.” David Fleming, University of Missouri, USA A comprehensive review of the research phase of life sciences from design to discovery with suggestions to improve innovation This vital resource explores the creative processes leading to biomedical innovation, identifies the obstacles and best practices of innovative laboratories, and supports the production of effective science. Innovative Research in Life Sciences draws on lessons from 400 award-winning scientists and research from leading universities. The book explores the innovative process in life sciences and puts the focus on how great ideas are born and become landmark scientific discoveries. The text provides a unique resource for developing professional competencies and applied skills of life sciences researchers. The book examines what happens before the scientific paper is submitted for publication or the innovation becomes legally protected. This phase is the most neglected but most exciting in the process of scientific creativity and innovation. The author identifies twelve competencies of innovative biomedical researchers that described and analyzed. This important resource: Highlights the research phase from design to discovery that precedes innovation disclosure Offers a step by step explanation of how to improve innovation Offers solutions for improving research and innovation productivity in the life sciences Contains a variety of statistical databases and a vast number of stories about individual discoveries Includes a process of published studies and national statistics of biomedical research and reviews the performance of research labs and academic institutions Written for academics and researchers in biomedicine, pharmaceutical science, life sciences, drug discovery, pharmacology, Innovative Research in Life Sciences offers a guide to the creative processes leading to biomedical innovation and identifies the best practices of innovative scientists and laboratories.

The Cambridge Companion to Science Fiction

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Author :
Publisher : Cambridge University Press
ISBN 13 : 9780521016575
Total Pages : 330 pages
Book Rating : 4.0/5 (165 download)

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Book Synopsis The Cambridge Companion to Science Fiction by : Edward James

Download or read book The Cambridge Companion to Science Fiction written by Edward James and published by Cambridge University Press. This book was released on 2003-11-20 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Table of contents

Dual Use Research of Concern in the Life Sciences

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Author :
Publisher : National Academies Press
ISBN 13 : 0309458889
Total Pages : 115 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Dual Use Research of Concern in the Life Sciences by : National Academies of Sciences, Engineering, and Medicine

Download or read book Dual Use Research of Concern in the Life Sciences written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-10-01 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: The potential misuse of advances in life sciences research is raising concerns about national security threats. Dual Use Research of Concern in the Life Sciences: Current Issues and Controversies examines the U.S. strategy for reducing biosecurity risks in life sciences research and considers mechanisms that would allow researchers to manage the dissemination of the results of research while mitigating the potential for harm to national security.

Managing Discovery in the Life Sciences

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Publisher : Cambridge University Press
ISBN 13 : 1107130905
Total Pages : 557 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Managing Discovery in the Life Sciences by : Philip A. Rea

Download or read book Managing Discovery in the Life Sciences written by Philip A. Rea and published by Cambridge University Press. This book was released on 2018-02 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses in roughly equal measure the science and management behind several recent marketable biomedical innovations.

Planning a Career in Biomedical and Life Sciences

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Publisher : Academic Press
ISBN 13 : 0128025700
Total Pages : 144 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Planning a Career in Biomedical and Life Sciences by : Avrum I. Gotlieb

Download or read book Planning a Career in Biomedical and Life Sciences written by Avrum I. Gotlieb and published by Academic Press. This book was released on 2014-12-08 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning a Career in Biomedical and Life Sciences presents useful information, insights, and tips to those pursuing a career in the biomedical and life sciences. The book focuses on making educated choices during schooling, training, and job searching in both the academic and non-academic sectors. The premise of Planning a Career in Biomedical and Life Sciences is that by understanding the full path of a career in either the biomedical or life science fields, you can proactively plan your career, recognize any opportunities that present themselves, and be well prepared to address important aspects of your own professional development. Topics include choosing your training path, selecting the best supervisor/mentor, and negotiating a job offer. Provides strategies on evaluating biomedical and life sciences education and professional development opportunities in a thorough and systematic fashion. Discusses possible pitfalls and offers insight into how to navigate them successfully at various points of a scientist’s career. Offers valuable advice on how to make the best choices for yourself at any stage in your career.

Writing in the Life Sciences

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Author :
Publisher : Oxford University Press, USA
ISBN 13 : 9780195170467
Total Pages : 482 pages
Book Rating : 4.1/5 (74 download)

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Book Synopsis Writing in the Life Sciences by : Laurence S. Greene

Download or read book Writing in the Life Sciences written by Laurence S. Greene and published by Oxford University Press, USA. This book was released on 2010-01-01 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practicing scientists know that the quality of their livelihood is strongly connected to the quality of their writing, and critical thinking is the most necessary and valuable tool for effectively generating and communicating scientific information. Writing in the Life Sciences is an innovative, process-based text that gives beginning writers the tools to write about science skillfully by taking a critical thinking approach. Laurence Greene emphasizes "writing as thinking" as he takes beginning writers through the important stages of planning, drafting, and revising their work. Throughout, he uses focused and systematic critical reading and thinking activities to help scientific writers develop the skills to effectively communicate. Each chapter addresses a particular writing task rather than a specific type of document. The book makes clear which tasks are important for all writing projects (i.e., audience analysis, attending to instructions) and which are unique to a specific writing project (rhetorical goals for each type of document). Ideal for Scientific Writing courses and writing-intensive courses in various science departments (e.g., Biology, Environmental Studies, etc.), this innovative, process-based text goes beyond explaining what scientific writing is and gives students the tools to do it skillfully.