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Principles of Biomedical Informatics

Principles of Biomedical Informatics

by Ira J. Kalet, PhD

  • Publisher : Academic Press
  • Release : 2013-09-26
  • Pages : 708
  • ISBN : 0123914620
  • Language : En, Es, Fr & De
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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

Principles of Biomedical Informatics

Principles of Biomedical Informatics

by Ira Kalet

  • Publisher : Academic Press
  • Release : 2009
  • Pages : 475
  • ISBN :
  • Language : En, Es, Fr & De
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This volume 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 three main biomedical domains of basic biology, clinical medicine and public health.

Evaluation Methods in Biomedical Informatics

Evaluation Methods in Biomedical Informatics

by Charles P. Friedman,Jeremy Wyatt

  • Publisher : Springer Science & Business Media
  • Release : 2005-10-20
  • Pages : 386
  • ISBN : 9780387258898
  • Language : En, Es, Fr & De
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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

Bioinformatics

Bioinformatics
Principles, Basic Internet Applications

by Hassan A. Sadek

  • Publisher : Trafford Publishing
  • Release : 2004
  • Pages : 100
  • ISBN : 1412025176
  • Language : En, Es, Fr & De
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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.

Methods in Biomedical Informatics

Methods in Biomedical Informatics
A Pragmatic Approach

by Indra Neil Sarkar

  • Publisher : Academic Press
  • Release : 2013-09-03
  • Pages : 592
  • ISBN : 0124016847
  • Language : En, Es, Fr & De
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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.

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

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

by K. G. Srinivasa,G. M. Siddesh,S. R. Manisekhar

  • Publisher :
  • Release : 2020
  • Pages : 318
  • ISBN : 9789811524479
  • Language : En, Es, Fr & De
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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.

Biomedical Informatics

Biomedical Informatics
Computer Applications in Health Care and Biomedicine

by Edward H. Shortliffe,James J. Cimino

  • Publisher : Springer
  • Release : 2020-12-18
  • Pages : 900
  • ISBN : 9783030587208
  • Language : En, Es, Fr & De
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This 5th edition of this essential textbook continues to meet the growing demand of practitioners, researchers, educators, and students for a comprehensive introduction to key topics in biomedical informatics and the underlying scientific issues that sit at the intersection of biomedical science, patient care, public health and information technology (IT). Emphasizing the conceptual basis of the field rather than technical details, it provides the tools for study required for readers to comprehend, assess, and utilize biomedical informatics and health IT. It focuses on practical examples, a guide to additional literature, chapter summaries and a comprehensive glossary with concise definitions of recurring terms for self-study or classroom use. Biomedical Informatics: Computer Applications in Health Care and Biomedicine reflects the remarkable changes in both computing and health care that continue to occur and the exploding interest in the role that IT must play in care coordination and the melding of genomics with innovations in clinical practice and treatment. New and heavily revised chapters have been introduced on human-computer interaction, mHealth, personal health informatics and precision medicine, while the structure of the other chapters has undergone extensive revisions to reflect the developments in the area. The organization and philosophy remain unchanged, focusing on the science of information and knowledge management, and the role of computers and communications in modern biomedical research, health and health care.

Medical Informatics

Medical Informatics
Computer Applications in Health Care and Biomedicine

by Edward H. Shortliffe,Leslie E. Perreault

  • Publisher : Springer Science & Business Media
  • Release : 2013-11-11
  • Pages : 856
  • ISBN : 0387217215
  • Language : En, Es, Fr & De
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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.

Biomedical Informatics

Biomedical Informatics
Computer Applications in Health Care and Biomedicine

by Edward H. Shortliffe,James J. Cimino

  • Publisher : Springer Science & Business Media
  • Release : 2013-12-02
  • Pages : 965
  • ISBN : 1447144740
  • Language : En, Es, Fr & De
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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.

Global Health Informatics

Global Health Informatics
Principles of EHealth and MHealth to Improve Quality of Care

by Hamish S. F. Fraser

  • Publisher : MIT Press
  • Release : 2017-04-21
  • Pages : 464
  • ISBN : 0262533200
  • Language : En, Es, Fr & De
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Key concepts, frameworks, examples, and lessons learned in designing and implementing health information and communication technology systems in the developing world.

Translational Bioinformatics in Healthcare and Medicine

Translational Bioinformatics in Healthcare and Medicine

by N.A

  • Publisher : Academic Press
  • Release : 2021-05-01
  • Pages : 250
  • ISBN : 0323898904
  • Language : En, Es, Fr & De
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Translational Bioinformatics in Healthcare and Medicine offers an overview of main principles of bioinformatics, biological databases, clinical informatics, health informatics, viroinformatics and real-case applications of translational bioinformatics in healthcare. Written by experts from both technology and clinical sides, the content brings together essential knowledge to make the best of recent advancements of the field. The book discusses topics such as next generation sequence analysis, genomics in clinical care, IoT applications, blockchain technology, patient centered interoperability of EHR, health data mining, and translational bioinformatics methods for drug discovery and drug repurposing. In addition, it discusses the role of bioinformatics in cancer research and viroinformatics approaches to counter viral diseases through informatics. This is a valuable resource for bioinformaticians, clinicians, healthcare professionals, graduate students and several members of biomedical field who are interested in learning more about how bioinformatics can impact in their research and practice. Covers recent advancements in translational bioinformatics and its healthcare applications Discusses integrative and multidisciplinary approaches to U-healthcare systems development and management Bridges the gap among various knowledge domains in the field, integrating both technological and clinical knowledge into practical content

Medical Informatics in Obstetrics and Gynecology

Medical Informatics in Obstetrics and Gynecology

by Parry, David,Parry, Emma

  • Publisher : IGI Global
  • Release : 2008-11-30
  • Pages : 428
  • ISBN : 1605660795
  • Language : En, Es, Fr & De
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"This book describes a number of areas within women's health informatics, incorporating a technology perspective"--Provided by publisher.

Bioinformatics in Aquaculture

Bioinformatics in Aquaculture
Principles and Methods

by Zhanjiang (John) Liu

  • Publisher : John Wiley & Sons
  • Release : 2017-04-17
  • Pages : 606
  • ISBN : 1118782356
  • Language : En, Es, Fr & De
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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.

Evaluation Methods in Medical Informatics

Evaluation Methods in Medical Informatics

by Charles P. Friedman,Jeremy C. Wyatt

  • Publisher : Springer Science & Business Media
  • Release : 2013-03-14
  • Pages : 311
  • ISBN : 1475726856
  • Language : En, Es, Fr & De
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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.

Public Health Informatics and Information Systems

Public Health Informatics and Information Systems

by J.A. Magnuson,Paul C. Fu, Jr.

  • Publisher : Springer Science & Business Media
  • Release : 2013-11-29
  • Pages : 666
  • ISBN : 1447142373
  • Language : En, Es, Fr & De
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This revised edition covers all aspects of public health informatics and discusses the creation and management of an information technology infrastructure that is essential in linking state and local organizations in their efforts to gather data for the surveillance and prevention. Public health officials will have to understand basic principles of information resource management in order to make the appropriate technology choices that will guide the future of their organizations. Public health continues to be at the forefront of modern medicine, given the importance of implementing a population-based health approach and to addressing chronic health conditions. This book provides informatics principles and examples of practice in a public health context. In doing so, it clarifies the ways in which newer information technologies will improve individual and community health status. This book's primary purpose is to consolidate key information and promote a strategic approach to information systems and development, making it a resource for use by faculty and students of public health, as well as the practicing public health professional. Chapter highlights include: The Governmental and Legislative Context of Informatics; Assessing the Value of Information Systems; Ethics, Information Technology, and Public Health; and Privacy, Confidentiality, and Security. Review questions are featured at the end of every chapter. Aside from its use for public health professionals, the book will be used by schools of public health, clinical and public health nurses and students, schools of social work, allied health, and environmental sciences.

Bioinformatics Technologies

Bioinformatics Technologies

by Yi-Ping Phoebe Chen

  • Publisher : Springer Science & Business Media
  • Release : 2005-01-18
  • Pages : 396
  • ISBN : 9783540208730
  • Language : En, Es, Fr & De
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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.

Biomedical Informatics in Translational Research

Biomedical Informatics in Translational Research

by Hai Hu,Richard J. Mural,Michael N. Liebman

  • Publisher : Artech House
  • Release : 2008
  • Pages : 264
  • ISBN : 159693039X
  • Language : En, Es, Fr & De
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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.

Java for Bioinformatics and Biomedical Applications

Java for Bioinformatics and Biomedical Applications

by Harshawardhan Bal,Johnny Hujol

  • Publisher : Springer Science & Business Media
  • Release : 2007-01-16
  • Pages : 342
  • ISBN : 0387372377
  • Language : En, Es, Fr & De
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Medical science and practice have undergone fundamental changes in the last 5 years, as large-scale genome projects have resulted in the sequencing of a number of important microbial, plant and animal genomes. This book aims to combine industry standard software engineering and design principles with genomics, bioinformatics and cancer research. Rather than an exercise in learning a programming platform, the text focuses on useful analytical tools for the scientific community.

Bioinformatics

Bioinformatics
Applications in Life and Environmental Sciences

by M. H. Fulekar

  • Publisher : Springer Science & Business Media
  • Release : 2009-03-24
  • Pages : 247
  • ISBN : 1402088809
  • Language : En, Es, Fr & De
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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
Knowledge Management and Data Mining in Biomedicine

by Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh

  • Publisher : Springer Science & Business Media
  • Release : 2005-06-21
  • Pages : 648
  • ISBN : 9780387243818
  • Language : En, Es, Fr & De
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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.