A Guide to Methods in the Biomedical Sciences

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Publisher : Springer Science & Business Media
ISBN 13 : 0387228454
Total Pages : 135 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis A Guide to Methods in the Biomedical Sciences by : Ronald B. Corley

Download or read book A Guide to Methods in the Biomedical Sciences written by Ronald B. Corley and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thousands of methods have been developed in the various biomedical disciplines, and those covered in this book represent the basic, essential and most widely used methods in several different disciplines.

A Guide to Methods in the Biomedical Sciences

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9780387228440
Total Pages : 146 pages
Book Rating : 4.2/5 (284 download)

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Book Synopsis A Guide to Methods in the Biomedical Sciences by : Ronald B. Corley

Download or read book A Guide to Methods in the Biomedical Sciences written by Ronald B. Corley and published by Springer Science & Business Media. This book was released on 2004-12-17 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thousands of methods have been developed in the various biomedical disciplines, and those covered in this book represent the basic, essential and most widely used methods in several different disciplines.

A Practical Guide to Biomedical Research

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Author :
Publisher : Springer
ISBN 13 : 3319635824
Total Pages : 185 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis A Practical Guide to Biomedical Research by : Peter Agger

Download or read book A Practical Guide to Biomedical Research written by Peter Agger and published by Springer. This book was released on 2017-10-27 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book advises and supports novice researchers in taking their first steps into the world of scientific research. Through practical tips and tricks presented in a clear, concise and step-wise manner, the book describes the entire research process from idea to publication. It also gives the reader insight into the vast opportunities a research career can provide. The books target demographic is aspiring researchers within the biomedical professions, be it medical students, young doctors, nurses, engineers, physiotherapists etc. The book will help aspirational inexperienced researchers turn their intentions into actions, providing crucial guidance for successful entry into the field of biomedical research.

Basic Science Methods for Clinical Researchers

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Publisher : Academic Press
ISBN 13 : 012803078X
Total Pages : 383 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Basic Science Methods for Clinical Researchers by : Morteza Jalali

Download or read book Basic Science Methods for Clinical Researchers written by Morteza Jalali and published by Academic Press. This book was released on 2017-03-31 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basic Science Methods for Clinical Researchers addresses the specific challenges faced by clinicians without a conventional science background. The aim of the book is to introduce the reader to core experimental methods commonly used to answer questions in basic science research and to outline their relative strengths and limitations in generating conclusive data. This book will be a vital companion for clinicians undertaking laboratory-based science. It will support clinicians in the pursuit of their academic interests and in making an original contribution to their chosen field. In doing so, it will facilitate the development of tomorrow's clinician scientists and future leaders in discovery science. - Serves as a helpful guide for clinical researchers who lack a conventional science background - Organized around research themes pertaining to key biological molecules, from genes, to proteins, cells, and model organisms - Features protocols, techniques for troubleshooting common problems, and an explanation of the advantages and limitations of a technique in generating conclusive data - Appendices provide resources for practical research methodology, including legal frameworks for using stem cells and animals in the laboratory, ethical considerations, and good laboratory practice (GLP)

Essential Guide to Reading Biomedical Papers

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Publisher : John Wiley & Sons
ISBN 13 : 1118402251
Total Pages : 304 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Essential Guide to Reading Biomedical Papers by : Philip D. Langton

Download or read book Essential Guide to Reading Biomedical Papers written by Philip D. Langton and published by John Wiley & Sons. This book was released on 2012-11-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essential Guide to Reading Biomedical Papers: Recognising and Interpreting Best Practice is an indispensable companion to the biomedical literature. This concise, easy-to-follow text gives an insight into core techniques and practices in biomedical research and how, when and why a technique should be used and presented in the literature. Readers are alerted to common failures and misinterpretations that may evade peer review and are equipped with the judgment necessary to be properly critical of the findings claimed by research articles. This unique book will be an invaluable resource for students, technicians and researchers in all areas of biomedicine. Allows the reader to develop the necessary skills to properly evaluate research articles Coverage of over 30 commonly-used techniques in the biomedical sciences Global approach and application, with contributions from leading experts in diverse fields

Reporting and Publishing Research in the Biomedical Sciences

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Author :
Publisher : Springer
ISBN 13 : 9811070628
Total Pages : 281 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Reporting and Publishing Research in the Biomedical Sciences by : Peush Sahni

Download or read book Reporting and Publishing Research in the Biomedical Sciences written by Peush Sahni and published by Springer. This book was released on 2018-08-21 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book eases the task of converting research work into a manuscript, and covers the recent developments in publishing that often stump budding researchers. Few researchers in the biomedical sciences are trained in the essential skills of reporting their results, and they seek help in writing a paper that will be acceptable for publication in the ‘right’ journal, and in presenting their results ‘effectively’ at a meeting. As well as covering the basic aspects of preparing manuscripts for publication, the book discusses best practices and issues relating to the publication of biomedical research, including topics such as peer-review, authorship, plagiarism, conflicts of interest, publication misconduct, electronic publishing and open-access journals. With more than two decades of experience in conducting workshops on writing scientific papers, the editors have brought together the expertise of 29 authors from seven countries to produce this one-stop guide to publishing research in biomedical sciences. This book is intended for young researchers who are beginning their careers and wish to hone their skills and understand the rigors of research writing and publishing.

Analytical Techniques in Biosciences

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Publisher : Academic Press
ISBN 13 : 0128227990
Total Pages : 302 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Analytical Techniques in Biosciences by : Chukwuebuka Egbuna

Download or read book Analytical Techniques in Biosciences written by Chukwuebuka Egbuna and published by Academic Press. This book was released on 2021-10-21 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Evaluation Methods in Medical Informatics

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Publisher : Springer Science & Business Media
ISBN 13 : 1475726856
Total Pages : 301 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Evaluation Methods in Medical Informatics by : Charles P. Friedman

Download or read book Evaluation Methods in Medical Informatics written by Charles P. Friedman and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: As director of a training program in medical informatics, I have found that one of the most frequent inquiries from graduate students is, "Although I am happy with my research focus and the work I have done, how can I design and carry out a practical evaluation that proves the value of my contribution?" Informatics is a multifaceted, interdisciplinary field with research that ranges from theoretical developments to projects that are highly applied and intended for near-term use in clinical settings. The implications of "proving" a research claim accordingly vary greatly depending on the details of an individual student's goals and thesis state ment. Furthermore, the dissertation work leading up to an evaluation plan is often so time-consuming and arduous that attempting the "perfect" evaluation is fre quently seen as impractical or as diverting students from central programming or implementation issues that are their primary areas of interest. They often ask what compromises are possible so they can provide persuasive data in support of their claims without adding another two to three years to their graduate student life. Our students clearly needed help in dealing more effectively with such dilem mas, and it was therefore fortuitous when, in the autumn of 1991, we welcomed two superb visiting professors to our laboratories.

Techniques In Microscopy For Biomedical Applications

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Publisher : World Scientific Publishing Company
ISBN 13 : 9813101954
Total Pages : 422 pages
Book Rating : 4.8/5 (131 download)

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Book Synopsis Techniques In Microscopy For Biomedical Applications by : Terje Dokland

Download or read book Techniques In Microscopy For Biomedical Applications written by Terje Dokland and published by World Scientific Publishing Company. This book was released on 2006-09-28 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second volume of the series Manuals in Biomedical Research, this book is aimed to be both a concise introduction to the diverse field of microscopy and a practical guide those who require the use of microscopic for methods in their research. It provides young as well as experienced scientists a state-of-the-art multidisciplinary overview of microscopic techniques, covering all the major microscopy fields in biomedical sciences and showing their application in evaluating samples ranging from molecules to cells and tissues.Microscopy has revolutionized our understanding of biological events. Within the last two decades, microscopic techniques have provided insights into the dynamics of biological processes that regulate such events. Biological discovery, to a large extent, depends on advances in imaging techniques and various microscopic techniques have emerged as central and indispensable tools in the biomedical sciences.The four authors bring with them extensive experiences spanning across disciplines such as Microbiology, Molecular and Cell Biology, Tissue Engineering, Biomedical and Regenerative Medicine and so forth, reinforcing the fact that microscopy has proven useful in countless investigations into the mysteries of life.

Immunocytochemistry

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Publisher : Springer Science & Business Media
ISBN 13 : 1441913041
Total Pages : 225 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Immunocytochemistry by : Richard W. Burry

Download or read book Immunocytochemistry written by Richard W. Burry and published by Springer Science & Business Media. This book was released on 2009-12-08 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Description: In biomedical research, because of a dramatic increase in productivity, immunocytochemistry has emerged as a major technique. The proposed book will provide the first practical guide to planning, performing, and evaluating immunocytochemical experiments. In today’s graduate education the emphasis is on doing research and not on formal class work. Graduate students therefore lack the background in many essential techniques necessary to perform research in fields in which they were not trained. As director of a university core microscopy facility which sees students and faculty from dozens of laboratories each year, Dr. Burry has surmised the vast majority of these novice microscope users need considerable help. In an attempt to educate users, Dr. Burry has initiated immunocytochemistry seminars and workshops which serve to train people in this powerful research tool. The proposed book is an outgrowth of these presentations and conversations with, by now, hundreds of people who have asked for help. The philosophy which separates this book from other books in this field is that it is practical, rather than academic. In looking at other important immunocytochemistry titles, the predominant orientation is academic, with the author attempting to comprehensively discuss the topic. For example, one book with sample preparation lists ten fixatives which can be used; however, only two such fixatives are commonly used today. In this particular title, the detailed discussion of old methods might be seen as important in establishing the author as an expert. By contrast, the approach for Burry’s book would be to discuss methods based on what works in animal research laboratories today, and focus only on the most productive methods. An additional distinction with this proposed book is the focus on animal research and not human pathology. There is a certification program for pathology technicians which requires them to learn a set body of material based on processing human tissue for examination by a pathologist. Many of the books on immunocytochemistry aim at this large pathology user base. Due to historical reasons, pathology laboratories process human tissues in a specific way and embed the tissue in paraffin, as has been done for over a century. In the last ten years, the power of immunocytochemistry in clinical diagnosis has become clear and has accordingly been adapted to pathology. However, the extensive processing needed for paraffin sections is not needed if the tissues are from research animals. Processing for animal-based tissues takes about a third of the time and results in higher quality images. The focus of this book is on processing these animal research tissues for immunocytochemistry. Today, there are no technique books which are aimed at this user base. As a subject matter expert in the area of the proposed book, Dr. Burry will make recommendations and offer opinions. Because this field is new and is emerging, there are numerous advantages of specific methods over other, more generalized methods. The purpose of this book is to show a novice how to do immunocytochemistry without engaging in a discussion of possible advanced methods. For the advanced user, there are several good books which discuss the unusual methods, yet for the novice there are currently none. Main Author : Richard W. Burry, The Ohio State University (United States). The Outline of the Book : Each chapter supplies a set of important principals and steps necessary for good immunocytochemistry. The information is distilled down to include only the most important points and does not attempt to cover infrequently used procedures or reagents. At the end of most chapters is a section on trouble-shooting many of the common problems using the Sherlock Holmes method. Each chapter also includes specific protocols which can be used. The goal of each chapter is to present the reader with enough information to successfully design experiments and solve many of the problems one may encounter. Using immunocytochemical protocols without the understanding of their workings is not advised, as the user will need to evaluate his or her results to determine whether the results are reliable. Such evaluation is extremely important for users who need reliable images which will clearly answer important scientific questions. 1. Introduction Definitions (immunocytochemistry and immunohistochemistry) Scope: animal research and not human pathology, paraffin sections, epitope retrieval, or immunohistochemistry Focus: fluorescence and enzyme detection Why do immunocytochemistry? Immunocytochemistry "individual study" rather than "population study" Example of a two-label experiment What is included in these chapters? Overview of the theory Background with enough information to help solve common problems. Advantages and disadvantages of different options Opinions and suggestions 2. Fixation and Sectioning Chemistry of fixation Denaturing vs cross-linking fixatives Application of fixative Perfusion, drop-in, cultures, fresh-frozen Selection of sample section type Sectioning tissue Rapid freezing, cryostat, freezing microtome, vibratome Storage of tissue Protocols 3. Antibodies Introduction Isoforms, structure, reactivity Generation Polyclonal vs monoclonal Antibodies as reagents Antibody specificity and sources Storage and handling 4. Labels for antibodies Fluorescence, enzymes and particulates Fluorescence theory Fluorescent labels - four generations Enzymes theory Selecting enzymes vs. fluorescence Selecting a label- advantages and disadvantages Protocols 5. Methods of applying antibodies Direct method Indirect method Antibody amplification methods ABC TSA Protocols 6. Blocking and Permeability Theory of blocking Theory of detergents Protocols 7. Procedure- Single primary antibody Planning steps Sample, fixation, sectioning Vehicle Antibody dilutions Controls Protocols 8. Multiple primary antibodies - primary antibodies of different species Procedure Controls Protocols 9. Multiple primary antibodies-primary antibodies of same species Block-between Zenon HRP-chromogen development High-titer incubations Controls Protocols 10. Microscopy Wide-field fluorescence microscope Confocal microscope Bright field—enzyme chromogen Choice Problems 11. Images Size, intensity, and pixels Manipulation—what is ethical? Manuscript Figures 11. Planning and Troubleshooting Scheme for discussion-making in planning experiments Case studies with Sherlock Holmes detective work 12. So you want to do electron microscopic ICC? Criteria in decision-making Summary of the two techniques

Dictionary of Biomedical Science

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Author :
Publisher : CRC Press
ISBN 13 : 1134559895
Total Pages : 458 pages
Book Rating : 4.1/5 (345 download)

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Book Synopsis Dictionary of Biomedical Science by : Peter J. Gosling

Download or read book Dictionary of Biomedical Science written by Peter J. Gosling and published by CRC Press. This book was released on 2002-03-28 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to know what inherited defect causes thalassaemia? Do you understand the significance of "resistance" when applied to microbiology? Can you say what a "frozen section" really is? The Dictionary of Biomedical Sciences answers all these questions and more. This informative, practical guide contains over 8000 entries that define all the ba

The 21st Century Guide To Writing Articles In The Biomedical Sciences

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Author :
Publisher : World Scientific
ISBN 13 : 9813231882
Total Pages : 133 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis The 21st Century Guide To Writing Articles In The Biomedical Sciences by : Shiri Diskin

Download or read book The 21st Century Guide To Writing Articles In The Biomedical Sciences written by Shiri Diskin and published by World Scientific. This book was released on 2018-03-09 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an unprecedented era of flourishing of scientific publishing. However, many professionals in the biomedical sciences find writing articles to be a daunting task. The book is meant to serve as a practical writing guide that covers the writing process from the project's inception until online distribution of the published article.The book covers the framework for constructing a scientific study into a coherent narrative that can later be easily translated into a written manuscript. The content of each article section in accordance with the IMRAD format is covered and many details for the construction of additional submission materials are provided. Characteristics of papers reporting on specific types of research are presented as well as article types other than the general full research article. The book is full of resources for additional reading and learning.There are many writing guides on the market. Most of them are general, cover a wide range of scientific writing, and are mainly aimed at students. This book is best suited for young professionals who are a few years out of school. They no longer enjoy the benefit of close mentoring by a thesis adviser or equivalent, but still lack the experience to lead writing projects on their own. Through her experience of teaching young professionals and editing their work, Dr Diskin has learned their unique set of needs and the book has been written in an attempt to address them. Dr Diskin addresses the reader in the second person, with an ever-supportive tone. Importantly, the practicalities of writing articles in today's interconnected environment are discussed throughout the book. Topics such as coordinating the writing in a multinational team, use of different types of software in the writing process and resources available online to support the writer are addressed in detail.Related Link(s)

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques

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Author :
Publisher : Academic Press
ISBN 13 : 0128176733
Total Pages : 458 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques by : Abdulhamit Subasi

Download or read book Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques written by Abdulhamit Subasi and published by Academic Press. This book was released on 2019-03-16 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach presents how machine learning and biomedical signal processing methods can be used in biomedical signal analysis. Different machine learning applications in biomedical signal analysis, including those for electrocardiogram, electroencephalogram and electromyogram are described in a practical and comprehensive way, helping readers with limited knowledge. Sections cover biomedical signals and machine learning techniques, biomedical signals, such as electroencephalogram (EEG), electromyogram (EMG) and electrocardiogram (ECG), different signal-processing techniques, signal de-noising, feature extraction and dimension reduction techniques, such as PCA, ICA, KPCA, MSPCA, entropy measures, and other statistical measures, and more. This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need a cogent resource on the most recent and promising machine learning techniques for biomedical signals analysis. - Provides comprehensive knowledge in the application of machine learning tools in biomedical signal analysis for medical diagnostics, brain computer interface and man/machine interaction - Explains how to apply machine learning techniques to EEG, ECG and EMG signals - Gives basic knowledge on predictive modeling in biomedical time series and advanced knowledge in machine learning for biomedical time series

Biostatistics for Medical and Biomedical Practitioners

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Publisher : Academic Press
ISBN 13 : 0128026073
Total Pages : 772 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Biostatistics for Medical and Biomedical Practitioners by : Julien I. E. Hoffman

Download or read book Biostatistics for Medical and Biomedical Practitioners written by Julien I. E. Hoffman and published by Academic Press. This book was released on 2015-09-03 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biostatistics for Practitioners: An Interpretative Guide for Medicine and Biology deals with several aspects of statistics that are indispensable for researchers and students across the biomedical sciences. The book features a step-by-step approach, focusing on standard statistical tests, as well as discussions of the most common errors. The book is based on the author's 40+ years of teaching statistics to medical fellows and biomedical researchers across a wide range of fields. - Discusses how to use the standard statistical tests in the biomedical field, as well as how to make statistical inferences (t test, ANOVA, regression etc.) - Includes non-standards tests, including equivalence or non-inferiority testing, extreme value statistics, cross-over tests, and simple time series procedures such as the runs test and Cusums - Introduces procedures such as multiple regression, Poisson regression, meta-analysis and resampling statistics, and provides references for further studies

Essentials of Writing Biomedical Research Papers. Second Edition

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Author :
Publisher : McGraw Hill Professional
ISBN 13 : 0071503854
Total Pages : 464 pages
Book Rating : 4.0/5 (715 download)

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Book Synopsis Essentials of Writing Biomedical Research Papers. Second Edition by : Mimi Zeiger

Download or read book Essentials of Writing Biomedical Research Papers. Second Edition written by Mimi Zeiger and published by McGraw Hill Professional. This book was released on 1999-10-21 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides immediate help for anyone preparing a biomedical paper by givin specific advice on organizing the components of the paper, effective writing techniques, writing an effective results sections, documentation issues, sentence structure and much more. The new edition includes new examples from the current literature including many involving molecular biology, expanded exercises at the end of the book, revised explanations on linking key terms, transition clauses, uses of subheads, and emphases. If you plan to do any medical writing, read this book first and get an immediate advantage.

Biomedical Statistics

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Author :
Publisher : Springer Nature
ISBN 13 : 9813292946
Total Pages : 292 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Biomedical Statistics by : Shakti Kumar Yadav

Download or read book Biomedical Statistics written by Shakti Kumar Yadav and published by Springer Nature. This book was released on 2019-11-23 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is written in a very easy-to-follow format, and explains the key concepts of biomedical statistics in a lucid yet straightforward manner. It explains how mathematical and statistical tools can be used to find answers to common research questions. In addition, the main text is supplemented by a wealth of solved exercises and illustrative examples to aid in comprehension. Given its content, the book offers an invaluable quick reference guide for graduating students and can be very helpful in their examination process. At the same time, it represents a handy guide for medical and paramedical teachers, post-graduate medical students, research personnel, biomedical scientists and epidemiologists.

Introductory Statistics for the Life and Biomedical Sciences

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Publisher :
ISBN 13 : 9781943450114
Total Pages : pages
Book Rating : 4.4/5 (51 download)

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Book Synopsis Introductory Statistics for the Life and Biomedical Sciences by : Julie Vu

Download or read book Introductory Statistics for the Life and Biomedical Sciences written by Julie Vu and published by . This book was released on 2020-03 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Statistics for the Life and Biomedical Sciences has been written to be used in conjunction with a set of self-paced learning labs. These labs guide students through learning how to apply statistical ideas and concepts discussed in the text with the R computing language.The text discusses the important ideas used to support an interpretation (such as the notion of a confidence interval), rather than the process of generating such material from data (such as computing a confidence interval for a particular subset of individuals in a study). This allows students whose main focus is understanding statistical concepts to not be distracted by the details of a particular software package. In our experience, however, we have found that many students enter a research setting after only a single course in statistics. These students benefit from a practical introduction to data analysis that incorporates the use of a statistical computing language.In a classroom setting, we have found it beneficial for students to start working through the labs after having been exposed to the corresponding material in the text, either from self-reading or through an instructor presenting the main ideas. The labs are organized by chapter, and each lab corresponds to a particular section or set of sections in the text.There are traditional exercises at the end of each chapter that do not require the use of computing. In the current posting, Chapters 1 - 5 have end-of-chapter exercises. More complicated methods, such as multiple regression, do not lend themselves to hand calculation and computing is necessary for gaining practical experience with these methods. The lab exercises for these later chapters become an increasingly important part of mastering the material.An essential component of the learning labs are the "Lab Notes" accompanying each chapter. The lab notes are a detailed reference guide to the R functions that appear in the labs, written to be accessible to a first-time user of a computing language. They provide more explanation than available in the R help documentation, with examples specific to what is demonstrated in the labs.