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Principles of Biomedical Informatics

Principles of Biomedical Informatics
  • Author : Ira J. Kalet, PhD
  • Publisher :Unknown
  • Release Date :2008-10-20
  • Total pages :504
  • ISBN : 0080557945
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Summary : Principles of Biomedial Informatics provides a foundation for understanding the fundamentals of biomedical informatics, which deals with the storage, retrieval, and use of biomedical data for biological problem solving and medical decision making. It covers the application of these principles to the three main biomedical domains of basic biology, clinical medicine, and public health. The author offers a coherent summary, focusing on the three core concept areas of biomedical data and knowledge representation: biomedical information access, biomedical decision making, and information and technology use in biomedical contexts. Develops principles and methods for representing biomedical data, using information in context and in decision making, and accessing information to assist the medical community in using data to its full potential Provides a series of principles for expressing biomedical data and ideas in a computable form to integrate biological, clinical, and public health applications Includes a discussion of user interfaces, interactive graphics, and knowledge resources and reference material on programming languages to provide medical informatics programmers with the technical tools to develop systems

Principles of Biomedical Informatics

Principles of Biomedical Informatics
  • Author : Ira J. Kalet, PhD
  • Publisher :Unknown
  • Release Date :2013-09-26
  • Total pages :708
  • ISBN : 9780123914620
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Summary : This second edition of a pioneering technical work in biomedical informatics provides a very readable treatment of the deep computational ideas at the foundation of the field. Principles of Biomedical Informatics, 2nd Edition is radically reorganized to make it especially useable as a textbook for courses that move beyond the standard introductory material. It includes exercises at the end of each chapter, ideas for student projects, and a number of new topics, such as: • tree structured data, interval trees, and time-oriented medical data and their use • On Line Application Processing (OLAP), an old database idea that is only recently coming of age and finding surprising importance in biomedical informatics • a discussion of nursing knowledge and an example of encoding nursing advice in a rule-based system • X-ray physics and algorithms for cross-sectional medical image reconstruction, recognizing that this area was one of the most central to the origin of biomedical computing • an introduction to Markov processes, and • an outline of the elements of a hospital IT security program, focusing on fundamental ideas rather than specifics of system vulnerabilities or specific technologies. It is simultaneously a unified description of the core research concept areas of biomedical data and knowledge representation, biomedical information access, biomedical decision-making, and information and technology use in biomedical contexts, and a pre-eminent teaching reference for the growing number of healthcare and computing professionals embracing computation in health-related fields. As in the first edition, it includes many worked example programs in Common LISP, the most powerful and accessible modern language for advanced biomedical concept representation and manipulation. The text also includes humor, history, and anecdotal material to balance the mathematically and computationally intensive development in many of the topic areas. The emphasis, as in the first edition, is on ideas and methods that are likely to be of lasting value, not just the popular topics of the day. Ira Kalet is Professor Emeritus of Radiation Oncology, and of Biomedical Informatics and Medical Education, at the University of Washington. Until retiring in 2011 he was also an Adjunct Professor in Computer Science and Engineering, and Biological Structure. From 2005 to 2010 he served as IT Security Director for the University of Washington School of Medicine and its major teaching hospitals. He has been a member of the American Medical Informatics Association since 1990, and an elected Fellow of the American College of Medical Informatics since 2011. His research interests include simulation systems for design of radiation treatment for cancer, software development methodology, and artificial intelligence applications to medicine, particularly expert systems, ontologies and modeling. Develops principles and methods for representing biomedical data, using information in context and in decision making, and accessing information to assist the medical community in using data to its full potential Provides a series of principles for expressing biomedical data and ideas in a computable form to integrate biological, clinical, and public health applications Includes a discussion of user interfaces, interactive graphics, and knowledge resources and reference material on programming languages to provide medical informatics programmers with the technical tools to develop systems

Evaluation Methods in Biomedical Informatics

Evaluation Methods in Biomedical Informatics
  • Author : Charles P. Friedman,Jeremy Wyatt
  • Publisher :Unknown
  • Release Date :2005-10-20
  • Total pages :386
  • ISBN : 0387258892
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Summary : Heavily updated and revised from the successful first edition Appeals to a wide range of informatics professionals, from students to on-site medical information system administrators Includes case studies and real world system evaluations References and self-tests for feedback and motivation after each chapter Great for teaching purposes, the book is recommended for courses offered at universities such as Columbia University Precise definition and use of terms

Methods in Biomedical Informatics

Methods in Biomedical Informatics
  • Author : Indra Neil Sarkar
  • Publisher :Unknown
  • Release Date :2013-09-03
  • Total pages :592
  • ISBN : 9780124016842
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Summary : Beginning with a survey of fundamental concepts associated with data integration, knowledge representation, and hypothesis generation from heterogeneous data sets, Methods in Biomedical Informatics provides a practical survey of methodologies used in biological, clinical, and public health contexts. These concepts provide the foundation for more advanced topics like information retrieval, natural language processing, Bayesian modeling, and learning classifier systems. The survey of topics then concludes with an exposition of essential methods associated with engineering, personalized medicine, and linking of genomic and clinical data. Within an overall context of the scientific method, Methods in Biomedical Informatics provides a practical coverage of topics that is specifically designed for: (1) domain experts seeking an understanding of biomedical informatics approaches for addressing specific methodological needs; or (2) biomedical informaticians seeking an approachable overview of methodologies that can be used in scenarios germane to biomedical research. Contributors represent leading biomedical informatics experts: individuals who have demonstrated effective use of biomedical informatics methodologies in the real-world, high-quality biomedical applications Material is presented as a balance between foundational coverage of core topics in biomedical informatics with practical "in-the-trenches" scenarios. Contains appendices that function as primers on: (1) Unix; (2) Ruby; (3) Databases; and (4) Web Services.

Anatomy Ontologies for Bioinformatics

Anatomy Ontologies for Bioinformatics
  • Author : Albert Burger,Duncan Davidson,Richard Baldock
  • Publisher :Unknown
  • Release Date :2007-12-20
  • Total pages :354
  • ISBN : 1846288851
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Summary : This book provides a timely and first-of-its-kind collection of papers on anatomy ontologies. It is interdisciplinary in its approach, bringing together the relevant expertise from computing and biomedical studies. The book aims to provide readers with a comprehensive understanding of the foundations of anatomical ontologies and the-state-of-the-art in terms of existing tools and applications. It also highlights challenges that remain today.

Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications

Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications
  • Author : K. G. Srinivasa,G. M. Siddesh,S. R. Manisekhar
  • Publisher :Unknown
  • Release Date :2020-01-30
  • Total pages :317
  • ISBN : 9789811524455
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Summary : This book discusses topics related to bioinformatics, statistics, and machine learning, presenting the latest research in various areas of bioinformatics. It also highlights the role of computing and machine learning in knowledge extraction from biological data, and how this knowledge can be applied in fields such as drug design, health supplements, gene therapy, proteomics and agriculture.

Medical Informatics

Medical Informatics
  • Author : Edward H. Shortliffe,Leslie E. Perreault
  • Publisher :Unknown
  • Release Date :2013-11-11
  • Total pages :856
  • ISBN : 9780387217215
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Summary : The practice of modern medicine requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and conduct research. Designed for a broad audience, this book fills the need for a high quality reference in computers and medicine, first explaining basic concepts, then illustrating them with specific systems and technologies. Medical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline. The second edition covers system design and engineering, ethics of health informatics, system evaluation and technology assessment, public health and consumer use of health information, and healthcare financing.

Global Health Informatics

Global Health Informatics
  • Author : Hamish S. F. Fraser
  • Publisher :Unknown
  • Release Date :2017-04-21
  • Total pages :464
  • ISBN : 9780262533201
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Summary : Key concepts, frameworks, examples, and lessons learned in designing and implementing health information and communication technology systems in the developing world.

Bioinformatics

Bioinformatics
  • Author : Hassan A. Sadek
  • Publisher :Unknown
  • Release Date :2004
  • Total pages :100
  • ISBN : 9781412025171
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Summary : This text is a resource for academics and students who want to develop collaborative learning environments. Dr. Hassan cites recent progress in bioinformatics databases that gives a hands-on, in-depth understanding that goes beyond rote memorization. Students interested in acquiring a working knowledge of the fundamentals of bioinformatics can easily become overwhelmed by the vast abundance of information on the subject. Bioinformatics: Principles and Basic Internet Applications has been specially designed to provide a concise yet comprehensive introduction to the field of bioinformatics. This brief, practical, tightly organized text shows you how to perform the biological applications. It is the only guide you need for bioinformatics every time.

Biomedical Informatics

Biomedical Informatics
  • Author : Edward H. Shortliffe,James J. Cimino
  • Publisher :Unknown
  • Release Date :2013-12-02
  • Total pages :965
  • ISBN : 9781447144748
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Summary : The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of computer science, decision science, information science, cognitive science, and biomedicine. Now revised and in its third edition, this text meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Authored by leaders in medical informatics and extensively tested in their courses, the chapters in this volume constitute an effective textbook for students of medical informatics and its areas of application. The book is also a useful reference work for individual readers needing to understand the role that computers can play in the provision of clinical services and the pursuit of biological questions. The volume is organized so as first to explain basic concepts and then to illustrate them with specific systems and technologies.

Bioinformatics in Aquaculture

Bioinformatics in Aquaculture
  • Author : Zhanjiang (John) Liu
  • Publisher :Unknown
  • Release Date :2017-04-17
  • Total pages :606
  • ISBN : 9781118782354
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Summary : Bioinformatics derives knowledge from computer analysis of biological data. In particular, genomic and transcriptomic datasets are processed, analysed and, whenever possible, associated with experimental results from various sources, to draw structural, organizational, and functional information relevant to biology. Research in bioinformatics includes method development for storage, retrieval, and analysis of the data. Bioinformatics in Aquaculture provides the most up to date reviews of next generation sequencing technologies, their applications in aquaculture, and principles and methodologies for the analysis of genomic and transcriptomic large datasets using bioinformatic methods, algorithm, and databases. The book is unique in providing guidance for the best software packages suitable for various analysis, providing detailed examples of using bioinformatic software and command lines in the context of real world experiments. This book is a vital tool for all those working in genomics, molecular biology, biochemistry and genetics related to aquaculture, and computational and biological sciences.

Medical Informatics in Obstetrics and Gynecology

Medical Informatics in Obstetrics and Gynecology
  • Author : Parry, David,Parry, Emma
  • Publisher :Unknown
  • Release Date :2008-11-30
  • Total pages :428
  • ISBN : 9781605660790
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Summary : "This book describes a number of areas within women's health informatics, incorporating a technology perspective"--Provided by publisher.

Evaluation Methods in Medical Informatics

Evaluation Methods in Medical Informatics
  • Author : Charles P. Friedman,Jeremy C. Wyatt
  • Publisher :Unknown
  • Release Date :2013-03-14
  • Total pages :311
  • ISBN : 9781475726855
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Summary : 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.

Translational Biomedical Informatics

Translational Biomedical Informatics
  • Author : Bairong Shen,Haixu Tang,Xiaoqian Jiang
  • Publisher :Unknown
  • Release Date :2016-10-31
  • Total pages :332
  • ISBN : 9789811015038
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Summary : This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future translational research. The paradigm for precision medicine and healthcare needs to integratively analyze not only the data at the same level – e.g. different omics data at the molecular level – but also data from different levels – the molecular, cellular, tissue, clinical and public health level. This book discusses the following major aspects: the structure of cross-level data; clinical patient information and its shareability; and standardization and privacy. It offers a valuable guide for all biologists, biomedical informaticians and clinicians with an interest in Precision Medicine Informatics.

Bioinformatics Technologies

Bioinformatics Technologies
  • Author : Yi-Ping Phoebe Chen
  • Publisher :Unknown
  • Release Date :2005-01-18
  • Total pages :396
  • ISBN : 3540208739
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Summary : Introductio to bioinformatics. Overview of structural bioinformatics. Database warehousing in bioinformatics. Modeling for bioinformatics. Pattern matching for motifs. Visualization and fractal analysis of biological sequences. Microarray data analysis.

Essential Bioinformatics

Essential Bioinformatics
  • Author : Jin Xiong
  • Publisher :Unknown
  • Release Date :2006-03-13
  • Total pages :229
  • ISBN : 9781139450621
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Summary : Essential Bioinformatics is a concise yet comprehensive textbook of bioinformatics, which provides a broad introduction to the entire field. Written specifically for a life science audience, the basics of bioinformatics are explained, followed by discussions of the state-of-the-art computational tools available to solve biological research problems. All key areas of bioinformatics are covered including biological databases, sequence alignment, genes and promoter prediction, molecular phylogenetics, structural bioinformatics, genomics and proteomics. The book emphasizes how computational methods work and compares the strengths and weaknesses of different methods. This balanced yet easily accessible text will be invaluable to students who do not have sophisticated computational backgrounds. Technical details of computational algorithms are explained with a minimum use of mathematical formulae; graphical illustrations are used in their place to aid understanding. The effective synthesis of existing literature as well as in-depth and up-to-date coverage of all key topics in bioinformatics make this an ideal textbook for all bioinformatics courses taken by life science students and for researchers wishing to develop their knowledge of bioinformatics to facilitate their own research.

Biomedical Informatics in Translational Research

Biomedical Informatics in Translational Research
  • Author : Hai Hu,Richard J. Mural,Michael N. Liebman
  • Publisher :Unknown
  • Release Date :2008
  • Total pages :264
  • ISBN : 9781596930391
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Summary : This trailblazing resource on biomedical informatics provides medical researchers with innovative techniques for integrating and federating data from clinical and molecular studies. This volume helps researchers manage data, expedite their efforts, and make the most of targeted basic research.

Bioinformatics

Bioinformatics
  • Author : M. H. Fulekar
  • Publisher :Unknown
  • Release Date :2009-03-24
  • Total pages :247
  • ISBN : 9781402088803
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Summary : Bioinformatics, computational biology, is a relatively new field that applies computer science and information technology to biology. In recent years, the discipline of bioinformatics has allowed biologists to make full use of the advances in Computer sciences and Computational statistics for advancing the biological data. Researchers in life sciences generate, collect and need to analyze an increasing number of different types of scientific data, DNA, RNA and protein sequences, in-situ and microarray gene expression including 3D protein structures and biological pathways. This book is aiming to provide information on bioinformatics at various levels. The chapters included in this book cover introductory to advanced aspects, including applications of various documented research work and specific case studies related to bioinformatics. This book will be of immense value to readers of different backgrounds such as engineers, scientists, consultants and policy makers for industry, government, academics and social and private organisations.

Medical Informatics

Medical Informatics
  • Author : Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
  • Publisher :Unknown
  • Release Date :2005-06-21
  • Total pages :648
  • ISBN : 038724381X
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Summary : Comprehensively presents the foundations and leading application research in medical informatics/biomedicine. The concepts and techniques are illustrated with detailed case studies. Authors are widely recognized professors and researchers in Schools of Medicine and Information Systems from the University of Arizona, University of Washington, Columbia University, and Oregon Health & Science University. Related Springer title, Shortliffe: Medical Informatics, has sold over 8000 copies The title will be positioned at the upper division and graduate level Medical Informatics course and a reference work for practitioners in the field.

Wilson and Walker's Principles and Techniques of Biochemistry and Molecular Biology

Wilson and Walker's Principles and Techniques of Biochemistry and Molecular Biology
  • Author : Andreas Hofmann,Samuel Clokie
  • Publisher :Unknown
  • Release Date :2018-03-31
  • Total pages :962
  • ISBN : 9781107162273
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Summary : A major update of a best-selling textbook that introduces students to the key experimental and analytical techniques underpinning life science research.

Bioinformatics Computing

Bioinformatics Computing
  • Author : Bryan P. Bergeron
  • Publisher :Unknown
  • Release Date :2003
  • Total pages :439
  • ISBN : 0131008250
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Summary : Comprehensive and concise, this handbook has chapters on computing visualization, large database designs, advanced pattern matching and other key bioinformatics techniques. It is a practical guide to computing in the growing field of Bioinformatics--the study of how information is represented and transmitted in biological systems, starting at the molecular level.