Download Principles of Biomedical Informatics Ebook PDF

Principles of Biomedical Informatics

Principles of Biomedical Informatics
A Book

by Ira J. Kalet, PhD

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

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
A Book

by Ira J. Kalet, PhD

  • Publisher : Academic Press
  • Release : 2008-10-20
  • Pages : 504
  • ISBN : 9780080557946
  • Language : En, Es, Fr & De
GET BOOK

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

Evaluation Methods in Biomedical Informatics

Evaluation Methods in Biomedical Informatics
A Book

by Charles P. Friedman,Jeremy Wyatt

  • Publisher : Springer Science & Business Media
  • Release : 2006-01-05
  • Pages : 386
  • ISBN : 0387306773
  • Language : En, Es, Fr & De
GET BOOK

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

Translational Bioinformatics in Healthcare and Medicine

Translational Bioinformatics in Healthcare and Medicine
A Book

by Anonim

  • Publisher : Academic Press
  • Release : 2021-05-13
  • Pages : 254
  • ISBN : 0323898904
  • Language : En, Es, Fr & De
GET BOOK

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

Bioinformatics

Bioinformatics
Concepts, Methodologies, Tools, and Applications

by Information Resources Management Association

  • Publisher : IGI Global
  • Release : 2013-03-31
  • Pages : 1246
  • ISBN : 146663605X
  • Language : En, Es, Fr & De
GET BOOK

"Bioinformatics: Concepts, Methodologies, Tools, and Applications highlights the area of bioinformatics and its impact over the medical community with its innovations that change how we recognize and care for illnesses"--Provided by publisher.

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

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

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

  • Publisher : Springer Nature
  • Release : 2020-01-30
  • Pages : 317
  • ISBN : 9811524459
  • Language : En, Es, Fr & De
GET BOOK

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.

Principles of Bioinformatics

Principles of Bioinformatics
A Book

by Tim Jones

  • Publisher : Unknown Publisher
  • Release : 2019-09-19
  • Pages : 329
  • ISBN : 9781645320685
  • Language : En, Es, Fr & De
GET BOOK

Bioinformatics is the combination of biology and information technology. It is the branch of science that deals with the computer based analysis of large biological data sets. Bioinformatics incorporates the development of databases to store and search data and of statistical tools and algorithms to analyze and determine relationships between biological data sets such as macromolecular sequences, expression profiles and biological pathways. Bioinformatics deals with research, development, and application of computational tools and approaches for expanding the use of biological, medical, behavioral or health science data. DNA (Deoxyribonucleic acid) is the genetic material that contains the genetic information for development and helps in maintaining all the functions in a living organisms. The present text offers a clear exposition of the Principles of Bioinformatics. Accessible to students in both biology and computer science, it strikes a unique balance between rigorous mathematics and practical techniques, emphasizing the ideas underlying computational rather than offering a collection of apparently unrelated problems. This book is an attempt to furnish a simple, non-mathematical text for those who desire to equip themselves with the knowledge of the elementary bioinformatics.

Informatics Education in Healthcare

Informatics Education in Healthcare
Lessons Learned

by Eta S. Berner

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 3030538133
  • Language : En, Es, Fr & De
GET BOOK

Biomedical Informatics

Biomedical Informatics
Computer Applications in Health Care and Biomedicine

by Edward H. Shortliffe

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 3030587215
  • Language : En, Es, Fr & De
GET BOOK

Translational Biomedical Informatics

Translational Biomedical Informatics
A Precision Medicine Perspective

by Bairong Shen,Haixu Tang,Xiaoqian Jiang

  • Publisher : Springer
  • Release : 2016-10-31
  • Pages : 332
  • ISBN : 9811015031
  • Language : En, Es, Fr & De
GET BOOK

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 and Biomarker Discovery

Bioinformatics and Biomarker Discovery
"Omic" Data Analysis for Personalized Medicine

by Francisco Azuaje

  • Publisher : John Wiley & Sons
  • Release : 2011-08-24
  • Pages : 248
  • ISBN : 111996430X
  • Language : En, Es, Fr & De
GET BOOK

This book is designed to introduce biologists, clinicians and computational researchers to fundamental data analysis principles, techniques and tools for supporting the discovery of biomarkers and the implementation of diagnostic/prognostic systems. The focus of the book is on how fundamental statistical and data mining approaches can support biomarker discovery and evaluation, emphasising applications based on different types of "omic" data. The book also discusses design factors, requirements and techniques for disease screening, diagnostic and prognostic applications. Readers are provided with the knowledge needed to assess the requirements, computational approaches and outputs in disease biomarker research. Commentaries from guest experts are also included, containing detailed discussions of methodologies and applications based on specific types of "omic" data, as well as their integration. Covers the main range of data sources currently used for biomarker discovery Covers the main range of data sources currently used for biomarker discovery Puts emphasis on concepts, design principles and methodologies that can be extended or tailored to more specific applications Offers principles and methods for assessing the bioinformatic/biostatistic limitations, strengths and challenges in biomarker discovery studies Discusses systems biology approaches and applications Includes expert chapter commentaries to further discuss relevance of techniques, summarize biological/clinical implications and provide alternative interpretations

Bioinformatics

Bioinformatics
Principles, Basic Internet Applications

by Hassan A. Sadek

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

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
GET BOOK

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.

Java for Bioinformatics and Biomedical Applications

Java for Bioinformatics and Biomedical Applications
A Book

by Harshawardhan Bal,Johnny Hujol

  • Publisher : Springer Science & Business Media
  • Release : 2007-01-16
  • Pages : 342
  • ISBN : 0387372377
  • Language : En, Es, Fr & De
GET BOOK

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.

Biomedical Informatics

Biomedical Informatics
Computer Applications in Health Care and Biomedicine

by Edward H. Shortliffe,James J. Cimino

  • Publisher : Springer Science & Business Media
  • Release : 2006-12-02
  • Pages : 1038
  • ISBN : 9780387362786
  • Language : En, Es, Fr & De
GET BOOK

This book focuses on the role of computers in the provision of medical services. It provides both a conceptual framework and a practical approach for the implementation and management of IT used to improve the delivery of health care. Inspired by a Stanford University training program, it fills the need for a high quality text in computers and medicine. It meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Completely revised and expanded, this work includes several new chapters filled with brand new material.

Bioinformatics

Bioinformatics
Principles and Applications

by Zhumur Ghosh,Bibekanand Mallick

  • Publisher : Oxford University Press, USA
  • Release : 2008-01-01
  • Pages : 560
  • ISBN : 9780195692303
  • Language : En, Es, Fr & De
GET BOOK

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.

Biomedical Informatics

Biomedical Informatics
A Book

by Andreas Holzinger

  • Publisher : BoD – Books on Demand
  • Release : 2012
  • Pages : 368
  • ISBN : 3848222191
  • Language : En, Es, Fr & De
GET BOOK

Medical Informatics is defined as the interdisciplinary field that studies and pursues the effective use of biomedical data, information and knowledge for scientific inquiry, problem solving, and decision making, motivated by efforts to improve human health. To emphasize the broad character it is called Biomedical Informatics. The aim of this course is to provide a student with a broad overview with focus on data, information and knowledge. The course consists of the following 12 lectures: 1. Introduction: Computer Science meets Life Sciences, challenges and future directions; 2. Back to the future: Fundamentals of Data, Information and Knowledge; 3. Structured Data: Coding, Classification (ICD, SNOMED, MeSH, UMLS); 4. Biomedical Databases: Acquisition, Storage, Information Retrieval and Use; 5. Semi structured and weakly structured data (structural homologies); 6. Multimedia Data Mining and Knowledge Discovery; 7. Knowledge and Decision: Cognitive Science and Human-Computer Interaction; 8. Biomedical Decision Making: Reasoning and Decision Support; 9. Intelligent Information Visualization and Visual Analytics; 10. Biomedical Information Systems and Medical Knowledge Management; 11. Biomedical Data: Privacy, Safety and Security 12. Methodology for Information Systems: System Design, Usability and Evaluation

Anatomy Ontologies for Bioinformatics

Anatomy Ontologies for Bioinformatics
Principles and Practice

by Albert Burger,Duncan Davidson,Richard Baldock

  • Publisher : Springer Science & Business Media
  • Release : 2007-12-20
  • Pages : 354
  • ISBN : 9781846288852
  • Language : En, Es, Fr & De
GET BOOK

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.

Biomedical Informatics

Biomedical Informatics
An Introduction to Information Systems and Software in Medicine and Health

by David J. Lubliner

  • Publisher : CRC Press
  • Release : 2015-11-04
  • Pages : 444
  • ISBN : 146659621X
  • Language : En, Es, Fr & De
GET BOOK

This complete medical informatics textbook begins by reviewing the IT aspects of informatics, including systems architecture, electronic health records, interoperability, privacy and security, cloud computing, mobile healthcare, imaging, capturing data, and design issues. Next, it provides case studies that illustrate the roll out of EHRs in hospitals. The third section incorporates four anatomy and physiology lectures that focus on the physiological basis behind data captured in EHR medical records. The book includes links to documents and standards sources so students can explore each idea discussed in more detail.

Introduction to Bioinformatics

Introduction to Bioinformatics
A Book

by Anna Tramontano

  • Publisher : CRC Press
  • Release : 2018-10-03
  • Pages : 192
  • ISBN : 1351989413
  • Language : En, Es, Fr & De
GET BOOK

Guiding readers from the elucidation and analysis of a genomic sequence to the prediction of a protein structure and the identification of the molecular function, Introduction to Bioinformatics describes the rationale and limitations of the bioinformatics methods and tools that can help solve biological problems. Requiring only a limited mathematical and statistical background, the book shows how to efficiently apply these approaches to biological data and evaluate the resulting information. The author, an expert bioinformatics researcher, first addresses the ways of storing and retrieving the enormous amount of biological data produced every day and the methods of decrypting the information encoded by a genome. She then covers the tools that can detect and exploit the evolutionary and functional relationships among biological elements. Subsequent chapters illustrate how to predict the three-dimensional structure of a protein. The book concludes with a discussion of the future of bioinformatics. Even though the future will undoubtedly offer new tools for tackling problems, most of the fundamental aspects of bioinformatics will not change. This resource provides the essential information to understand bioinformatics methods, ultimately facilitating in the solution of biological problems.