Principles of Biomedical Informatics

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  • Publisher : Academic Press
  • Release : 26 September 2013
  • ISBN : 9780123914620
  • Page : 708 pages
  • Rating : 4.5/5 from 103 voters

Principles of Biomedical Informatics Book PDF 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

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Principles of Biomedical Informatics

Principles of Biomedical Informatics
  • Author : Ira J. Kalet, PhD
  • Publisher : Academic Press
  • Release Date : 2013-09-26
  • ISBN : 9780123914620
DOWNLOAD BOOKPrinciples of Biomedical Informatics

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

Principles of Biomedical Informatics

Principles of Biomedical Informatics
  • Author : Ira Kalet
  • Publisher : Academic Press
  • Release Date : 2009
  • ISBN : UCSD:31822037163995
DOWNLOAD BOOKPrinciples of Biomedical Informatics

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
  • Author : Charles P. Friedman,Jeremy Wyatt
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-01-05
  • ISBN : 9780387306773
DOWNLOAD BOOKEvaluation Methods in Biomedical Informatics

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 : Academic Press
  • Release Date : 2013-09-03
  • ISBN : 9780124016842
DOWNLOAD BOOKMethods in Biomedical Informatics

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

Biocomputation and Biomedical Informatics: Case Studies and Applications

Biocomputation and Biomedical Informatics: Case Studies and Applications
  • Author : Lazakidou, Athina A.
  • Publisher : IGI Global
  • Release Date : 2009-11-30
  • ISBN : 9781605667690
DOWNLOAD BOOKBiocomputation and Biomedical Informatics: Case Studies and Applications

"This book provides a compendium of terms, definitions, and explanations of concepts, processes, and acronyms"--Provided by publisher.

Global Health Informatics

Global Health Informatics
  • Author : Leo Anthony G. Celi,Hamish S. F. Fraser,Vipan Nikore,Juan Sebastian Osorio,Kenneth Paik
  • Publisher : MIT Press
  • Release Date : 2017-04-21
  • ISBN : 9780262533201
DOWNLOAD BOOKGlobal Health Informatics

Key concepts, frameworks, examples, and lessons learned in designing and implementing health information and communication technology systems in the developing world. The widespread usage of mobile phones that bring computational power and data to our fingertips has enabled new models for tracking and battling disease. The developing world in particular has become a proving ground for innovation in eHealth (using communication and technology tools in healthcare) and mHealth (using the affordances of mobile technology in eHealth systems). In this book,

Biomedical Informatics

Biomedical Informatics
  • Author : Edward H. Shortliffe,James J. Cimino
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-12-02
  • ISBN : 9781447144748
DOWNLOAD BOOKBiomedical Informatics

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

Bioinformatics

Bioinformatics
  • Author : Information Resources Management Association
  • Publisher : IGI Global
  • Release Date : 2013-03-31
  • ISBN : 9781466636057
DOWNLOAD BOOKBioinformatics

"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.

Translational Bioinformatics in Healthcare and Medicine

Translational Bioinformatics in Healthcare and Medicine
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2021-05-13
  • ISBN : 9780323898904
DOWNLOAD BOOKTranslational Bioinformatics in Healthcare and Medicine

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,

Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics

Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics
  • Author : Sujata Dash,Subhendu Kumar Pani,Joel J. P. C. Rodrigues,Babita Majhi
  • Publisher : CRC Press
  • Release Date : 2022-02-11
  • ISBN : 9781000534054
DOWNLOAD BOOKDeep Learning, Machine Learning and IoT in Biomedical and Health Informatics

Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data. This book examines and demonstrates state-of-the-art approaches for IoT and Machine Learning based biomedical and health related applications. This book aims to provide computational methods for accumulating, updating and changing knowledge in intelligent systems and particularly learning mechanisms that help us to induce knowledge from the data. It is helpful in cases where direct algorithmic solutions

Informatics Education in Healthcare

Informatics Education in Healthcare
  • Author : Eta S. Berner
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-09-02
  • ISBN : 9781447140788
DOWNLOAD BOOKInformatics Education in Healthcare

This book reviews and defines the current state of the art for informatics education in medicine and health care. This field has undergone considerable change as the field of informatics itself has evolved. Twenty years ago almost the only individuals involved in health care who had even heard the term “informatics” were those who identified themselves as medical or nursing informaticians. Today, we have a variety of subfields of informatics including not just medical and nursing informatics, but informatics applied

Java for Bioinformatics and Biomedical Applications

Java for Bioinformatics and Biomedical Applications
  • Author : Harshawardhan Bal,Johnny Hujol
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-01-16
  • ISBN : 9780387372372
DOWNLOAD BOOKJava for Bioinformatics and Biomedical Applications

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
  • Author : David J. Lubliner
  • Publisher : CRC Press
  • Release Date : 2015-11-04
  • ISBN : 9781466596214
DOWNLOAD BOOKBiomedical Informatics

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

dHealth 2020 – Biomedical Informatics for Health and Care

dHealth 2020 – Biomedical Informatics for Health and Care
  • Author : G. Schreier,D. Hayn,A. Eggerth
  • Publisher : IOS Press
  • Release Date : 2020-06-24
  • ISBN : 9781643680859
DOWNLOAD BOOKdHealth 2020 – Biomedical Informatics for Health and Care

Successful digital healthcare depends on the effective flow of a complete chain of information; from the sensor, via multiple steps of processing, to the actuator, which can be anything from a human healthcare professional to a robot. Along this pathway, methods for automating the processing of information, like signal processing, machine learning, predictive analytics and decision support, play an increasing role in providing actionable information and supporting personalized and preventive healthcare concepts in both biomedical and digital healthcare systems and

Genomic and Precision Medicine

Genomic and Precision Medicine
  • Author : Geoffrey S. Ginsburg,Huntington F Willard,John Strickler,Matthew Stuart McKinney
  • Publisher : Academic Press
  • Release Date : 2022-04-09
  • ISBN : 9780128006535
DOWNLOAD BOOKGenomic and Precision Medicine

Genomic and Precision Medicine: Oncology, Third Edition focuses on the applications of genome discovery as research points to personalized cancer therapies. Each chapter is organized to cover the application of genomics and personalized medicine tools and technologies to a) Risk Assessment and Susceptibility, b) Diagnosis and Prognosis, c) Pharmacogenomics and Precision Therapeutics, and d) Emerging and Future Opportunities in the field. Provides a comprehensive volume written and edited by oncology genomic specialists for oncology health providers Includes succinct commentary and