Principles of Biomedical Informatics

Principles of Biomedical Informatics
Author: Ira J. Kalet, PhD
Publsiher: Academic Press
Total Pages: 708
Release: 2013-09-26
ISBN 10: 0123914620
ISBN 13: 9780123914620
Language: EN, FR, DE, ES & NL

Principles of Biomedical Informatics Book Review:

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
Author: Ira J. Kalet, PhD
Publsiher: Academic Press
Total Pages: 504
Release: 2008-10-20
ISBN 10: 9780080557946
ISBN 13: 0080557945
Language: EN, FR, DE, ES & NL

Principles of Biomedical Informatics Book Review:

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

Methods in Biomedical Informatics

Methods in Biomedical Informatics
Author: Indra Neil Sarkar
Publsiher: Academic Press
Total Pages: 592
Release: 2013-09-03
ISBN 10: 0124016847
ISBN 13: 9780124016842
Language: EN, FR, DE, ES & NL

Methods in Biomedical Informatics Book Review:

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.

Medical Informatics

Medical Informatics
Author: Edward H. Shortliffe,Leslie E. Perreault
Publsiher: Springer Science & Business Media
Total Pages: 856
Release: 2013-11-11
ISBN 10: 0387217215
ISBN 13: 9780387217215
Language: EN, FR, DE, ES & NL

Medical Informatics Book Review:

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
Author: Edward H. Shortliffe,James J. Cimino
Publsiher: Springer Science & Business Media
Total Pages: 965
Release: 2013-12-02
ISBN 10: 1447144740
ISBN 13: 9781447144748
Language: EN, FR, DE, ES & NL

Biomedical Informatics Book Review:

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.

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
Publsiher: Springer Nature
Total Pages: 317
Release: 2020-01-30
ISBN 10: 9811524459
ISBN 13: 9789811524455
Language: EN, FR, DE, ES & NL

Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques Tools and Applications Book Review:

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.

Global Health Informatics

Global Health Informatics
Author: Hamish S. F. Fraser
Publsiher: MIT Press
Total Pages: 464
Release: 2017-04-21
ISBN 10: 0262533200
ISBN 13: 9780262533201
Language: EN, FR, DE, ES & NL

Global Health Informatics Book Review:

Key concepts, frameworks, examples, and lessons learned in designing and implementing health information and communication technology systems in the developing world.

Handbook of Research on Distributed Medical Informatics and E Health

Handbook of Research on Distributed Medical Informatics and E Health
Author: Lazakidou, Athina A.,Siassiakos, Konstantinos M.
Publsiher: IGI Global
Total Pages: 600
Release: 2008-08-31
ISBN 10: 1605660035
ISBN 13: 9781605660035
Language: EN, FR, DE, ES & NL

Handbook of Research on Distributed Medical Informatics and E Health Book Review:

Provides coverage of specific topics and issues in healthcare, highlighting recent trends and describing the latest advances in the field.

Perl Programming for Medicine and Biology

Perl Programming for Medicine and Biology
Author: Jules J. Berman
Publsiher: Jones & Bartlett Learning
Total Pages: 407
Release: 2007
ISBN 10: 9780763743338
ISBN 13: 076374333X
Language: EN, FR, DE, ES & NL

Perl Programming for Medicine and Biology Book Review:

Written for biomedical professionals and hospital practitioners interested in creating their own programs, Perl Programming for Medicine and Biology, discusses and reviews biomedical data resources, data standards, data organization, medicolegal and ethical conduct for data miners, and grants-related data sharing responsibilities. It teaches readers the basic Perl programming skills necessary for collecting, analyzing, and distributing biomedical data and provides solutions to in-depth problems that face researchers and healthcare professionals. Non-technical "Background" sections open each chapter to help non-programmers easily comprehend programming procedures. Explanations are provided for the biomedical issues underlying the Perl scripts that follow, and examples of real-world implementation are provided. Perl Programming for Medicine and Biology will show you how to transform, merge, and examine large and complex databases with ease.

Optimization and Data Analysis in Biomedical Informatics

Optimization and Data Analysis in Biomedical Informatics
Author: Panos M. Pardalos,Thomas F. Coleman,Petros Xanthopoulos
Publsiher: Springer Science & Business Media
Total Pages: 200
Release: 2012-08-15
ISBN 10: 1461441331
ISBN 13: 9781461441335
Language: EN, FR, DE, ES & NL

Optimization and Data Analysis in Biomedical Informatics Book Review:

​This volume covers some of the topics that are related to the rapidly growing field of biomedical informatics. In June 11-12, 2010 a workshop entitled ‘Optimization and Data Analysis in Biomedical Informatics’ was organized at The Fields Institute. Following this event invited contributions were gathered based on the talks presented at the workshop, and additional invited chapters were chosen from world’s leading experts. In this publication, the authors share their expertise in the form of state-of-the-art research and review chapters, bringing together researchers from different disciplines and emphasizing the value of mathematical methods in the areas of clinical sciences. This work is targeted to applied mathematicians, computer scientists, industrial engineers, and clinical scientists who are interested in exploring emerging and fascinating interdisciplinary topics of research. It is designed to further stimulate and enhance fruitful collaborations between scientists from different disciplines.​

From Patient Data to Medical Knowledge

From Patient Data to Medical Knowledge
Author: Paul Taylor
Publsiher: John Wiley & Sons
Total Pages: 20063
Release: 2008-04-15
ISBN 10: 047099469X
ISBN 13: 9780470994696
Language: EN, FR, DE, ES & NL

From Patient Data to Medical Knowledge Book Review:

How can you make the best use of patient data to improve health outcomes? More and more information about patients' health is stored on increasingly interconnected computer systems. But is it shared in ways that help clinicians care for patients? Could it be better used as a resource for researchers? This book is aimed at all those who want to learn about how IT is transforming the way we think about medicine and medical research. The ideas explored here are taken from research carried out around the world, and are presented by a leading authority in Health Informatics based at University College London. This comprehensive guide to the field is split into three sections: What is health informatics? – an introduction Techniques for representing and analysing patient data and medical knowledge Implementation in the clinical setting: changing practice to improve health care outcomes Whether you are a health professional, NHS manager or IT specialist, this book will help you understand how data can be managed to provide the information you and your colleagues want in the most helpful and accessible way for both you and your patients.

Evaluation Methods in Medical Informatics

Evaluation Methods in Medical Informatics
Author: Charles P. Friedman,Jeremy C. Wyatt
Publsiher: Springer Science & Business Media
Total Pages: 311
Release: 2013-03-14
ISBN 10: 1475726856
ISBN 13: 9781475726855
Language: EN, FR, DE, ES & NL

Evaluation Methods in Medical Informatics Book Review:

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.

Bioinformatics in Aquaculture

Bioinformatics in Aquaculture
Author: Zhanjiang (John) Liu
Publsiher: John Wiley & Sons
Total Pages: 606
Release: 2017-04-17
ISBN 10: 1118782356
ISBN 13: 9781118782354
Language: EN, FR, DE, ES & NL

Bioinformatics in Aquaculture Book Review:

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.

Java for Bioinformatics and Biomedical Applications

Java for Bioinformatics and Biomedical Applications
Author: Harshawardhan Bal,Johnny Hujol
Publsiher: Springer Science & Business Media
Total Pages: 342
Release: 2007-01-16
ISBN 10: 0387372377
ISBN 13: 9780387372372
Language: EN, FR, DE, ES & NL

Java for Bioinformatics and Biomedical Applications Book Review:

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.

Medical Informatics

Medical Informatics
Author: Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
Publsiher: Springer Science & Business Media
Total Pages: 648
Release: 2006-07-19
ISBN 10: 038725739X
ISBN 13: 9780387257396
Language: EN, FR, DE, ES & NL

Medical Informatics Book Review:

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.

Health Informatics E Book

Health Informatics   E Book
Author: Ramona Nelson,Nancy Staggers
Publsiher: Elsevier Health Sciences
Total Pages: 560
Release: 2014-03-12
ISBN 10: 0323293867
ISBN 13: 9780323293860
Language: EN, FR, DE, ES & NL

Health Informatics E Book Book Review:

Health Informatics: An Interprofessional Approach was awarded first place in the 2013 AJN Book of the Year Awards in the Information Technology/Informatics category. Get on the cutting edge of informatics with Health Informatics, An Interprofessional Approach. Covering a wide range of skills and systems, this unique title prepares you for work in today’s technology-filled clinical field. Topics include clinical decision support, clinical documentation, provider order entry systems, system implementation, adoption issues, and more. Case studies, abstracts, and discussion questions enhance your understanding of these crucial areas of the clinical space. 31 chapters written by field experts give you the most current and accurate information on continually evolving subjects like evidence-based practice, EHRs, PHRs, disaster recovery, and simulation. Case studies and attached discussion questions at the end of each chapter encourage higher level thinking that you can apply to real world experiences. Objectives, key terms and an abstract at the beginning of each chapter provide an overview of what each chapter will cover. Conclusion and Future Directions section at the end of each chapter reinforces topics and expands on how the topic will continue to evolve. Open-ended discussion questions at the end of each chapter enhance your understanding of the subject covered.

Informatics in Medical Imaging

Informatics in Medical Imaging
Author: George C. Kagadis,Steve G. Langer
Publsiher: CRC Press
Total Pages: 367
Release: 2011-10-17
ISBN 10: 1439831246
ISBN 13: 9781439831243
Language: EN, FR, DE, ES & NL

Informatics in Medical Imaging Book Review:

Informatics in Medical Imaging provides a comprehensive survey of the field of medical imaging informatics. In addition to radiology, it also addresses other specialties such as pathology, cardiology, dermatology, and surgery, which have adopted the use of digital images. The book discusses basic imaging informatics protocols, picture archiving and communication systems, and the electronic medical record. It details key instrumentation and data mining technologies used in medical imaging informatics as well as practical operational issues, such as procurement, maintenance, teleradiology, and ethics. Highlights Introduces the basic ideas of imaging informatics, the terms used, and how data are represented and transmitted Emphasizes the fundamental communication paradigms: HL7, DICOM, and IHE Describes information systems that are typically used within imaging departments: orders and result systems, acquisition systems, reporting systems, archives, and information-display systems Outlines the principal components of modern computing, networks, and storage systems Covers the technology and principles of display and acquisition detectors, and rounds out with a discussion of other key computer technologies Discusses procurement and maintenance issues; ethics and its relationship to government initiatives like HIPAA; and constructs beyond radiology The technologies of medical imaging and radiation therapy are so complex and computer-driven that it is difficult for physicians and technologists responsible for their clinical use to know exactly what is happening at the point of care. Medical physicists are best equipped to understand the technologies and their applications, and these individuals are assuming greater responsibilities in the clinical arena to ensure that intended care is delivered in a safe and effective manner. Built on a foundation of classic and cutting-edge research, Informatics in Medical Imaging supports and updates medical physicists functioning at the intersection of radiology and radiation.

Applied Bioinformatics

Applied Bioinformatics
Author: Paul Maria Selzer,Richard Marhöfer,Andreas Rohwer
Publsiher: Springer Science & Business Media
Total Pages: 287
Release: 2008-01-18
ISBN 10: 9783540728009
ISBN 13: 3540728007
Language: EN, FR, DE, ES & NL

Applied Bioinformatics Book Review:

At last, here is a baseline book for anyone who is confused by cryptic computer programs, algorithms and formulae, but wants to learn about applied bioinformatics. Now, anyone who can operate a PC, standard software and the internet can also learn to understand the biological basis of bioinformatics, of the existence as well as the source and availability of bioinformatics software, and how to apply these tools and interpret results with confidence. This process is aided by chapters that introduce important aspects of bioinformatics, detailed bioinformatics exercises (including solutions), and to cap it all, a glossary of definitions and terminology relating to bioinformatics.

Bioinformatics

Bioinformatics
Author: Zhumur Ghosh,Bibekanand Mallick
Publsiher: Oxford University Press, USA
Total Pages: 560
Release: 2008-01-01
ISBN 10: 9780195692303
ISBN 13: 0195692306
Language: EN, FR, DE, ES & NL

Bioinformatics Book Review:

Bioinformatics: Principles and Applications is a comprehensive text designed to cater to the needs of undergraduate and postgraduate students of biotechnology and bioinformatics. This book will also cater to the requirements of students pursuing short-term diploma as also DOEACC courses in bioinformatics. Beginning with the aim and scope of bioinformatics, the book discusses in detail the essentials of the subject, such as bio-algorithms, bio-databases, molecular viewers, gene annotation methods, molecular phylogeny, and bio-molecular simulations. It further discusses the applications of bioinformatics in protein modeling and computer-aided drug design. The book also presents a discussion on molecular docking, including guidelines for using AutoDock software. The usage of select bioinformatics commercial software modules is also discussed. Written in a lucid style and user-friendly manner, the book with its wide and up to date coverage will be useful to students as well as practising professionals.

Big Data Analysis for Bioinformatics and Biomedical Discoveries

Big Data Analysis for Bioinformatics and Biomedical Discoveries
Author: Shui Qing Ye
Publsiher: CRC Press
Total Pages: 274
Release: 2016-01-13
ISBN 10: 149872454X
ISBN 13: 9781498724548
Language: EN, FR, DE, ES & NL

Big Data Analysis for Bioinformatics and Biomedical Discoveries Book Review:

Demystifies Biomedical and Biological Big Data Analyses Big Data Analysis for Bioinformatics and Biomedical Discoveries provides a practical guide to the nuts and bolts of Big Data, enabling you to quickly and effectively harness the power of Big Data to make groundbreaking biological discoveries, carry out translational medical research, and implement personalized genomic medicine. Contributing to the NIH Big Data to Knowledge (BD2K) initiative, the book enhances your computational and quantitative skills so that you can exploit the Big Data being generated in the current omics era. The book explores many significant topics of Big Data analyses in an easily understandable format. It describes popular tools and software for Big Data analyses and explains next-generation DNA sequencing data analyses. It also discusses comprehensive Big Data analyses of several major areas, including the integration of omics data, pharmacogenomics, electronic health record data, and drug discovery. Accessible to biologists, biomedical scientists, bioinformaticians, and computer data analysts, the book keeps complex mathematical deductions and jargon to a minimum. Each chapter includes a theoretical introduction, example applications, data analysis principles, step-by-step tutorials, and authoritative references.