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Biomedical Informatics

Author : Edward H. Shortliffe
ISBN : 9781447144748
Genre : Medical
File Size : 24.17 MB
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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.
Category: Medical

Medical Informatics

Author : Edward Hance Shortliffe
ISBN : 0387984720
Genre : Computers
File Size : 41.73 MB
Format : PDF, Kindle
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Inspired by a Stamford University training program developed to introduce health professional to computer applications in medical care, "Medical Informatics" provides practitioners, researchers and students with a comprehensive introduction to key topics in computers and medicine.
Category: Computers

Handbook Of Research On Informatics In Healthcare And Biomedicine

Author : Lazakidou, Athina A.
ISBN : 9781591409830
Genre : Reference
File Size : 29.19 MB
Format : PDF, Docs
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Describes and analyzes recent breakthroughs in healthcare and biomedicine providing comprehensive coverage and definitions of important issues, concepts, new trends and advanced technologies.
Category: Reference

Cognitive Informatics For Biomedicine

Author : Vimla L. Patel
ISBN : 9783319172729
Genre : Medical
File Size : 52.12 MB
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The book reports on the current state on HCI in biomedicine and health care, focusing on the role of human factors, patient safety well as methodological underpinnings of HCI theories and its application for biomedical informatics. Theories, models and frameworks for human-computer interaction (HCI) have been recognized as key contributors for the design, development and use of computer-based systems. In the clinical domain, key themes that litter the research landscape of health information technology (HIT) are usability, decision support and clinical workflow – all of which are affected directly or indirectly by the nature of HCI. While the implications of HCI principles for the design of HIT are acknowledged, the adoption of the tools and techniques among clinicians, informatics researchers and developers of HIT are limited. There is a general consensus that HIT has not realized its potential as a tool to facilitate clinical decision-making, the coordination of care and improves patient safety. Embracing sound principles of iterative design can yield significant dividends. It can also enhance practitioner’s abilities to meet “meaningful use” requirements. The purpose of the book is two-fold: to address key gaps on the applicability of theories, models and evaluation frameworks of HCI and human factors for research in biomedical informatics. It highlights the state of the art, drawing from the current research in HCI. Second, it also serves as a graduate level textbook highlighting key topics in HCI relevant for biomedical informatics, computer science and social science students working in the healthcare domain. For instructional purposes, the book provides additional information and a set of questions for interactive class discussion for each section. The purpose of these questions is to encourage students to apply the learned concepts to real world healthcare problems.​
Category: Medical

Automatic Evaluation Of Ontologies

Author : Marco Castillo
ISBN : 9783640687077
Genre :
File Size : 35.3 MB
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Studienarbeit aus dem Jahr 2008 im Fachbereich Informatik - Wirtschaftsinformatik, Note: 2,7, Westfalische Wilhelms-Universitat Munster (Wirtschaftsinformatik), Sprache: Deutsch, Abstract: Heutzutage ist in digitalen Medien und im Internet eine gewaltige Menge an Informationen abrufbar. Aufgrund dessen ist es wichtig, die Informationen so zu strukturieren und aufzubereiten, dass die Suche nach relevanten Informationen uber eine bestimmte Thematik und ihre richtige Interpretation einfach und schnell durchgefuhrt werden kann. Um dieses Ziel zu erreichen, sind Wissensreprasentationen notig. Dafur hat sich in der Informatik in den letzten Jahren der Begriff Ontologie eingeburgert. Der Begriff der Ontologie hat eine lange Tradition in der Philosophie und den Sprachwissenschaften. Erst in den 90er Jahren wurde der Begriff in die Informatik von Gruber eingefuhrt. Er definierte eine Ontologie als explicit specification of a conceptualization." Eine aktuelle Definition, die darauf aufgebaut ist, ist die von Studer: "Eine Ontologie ist eine explizite, formale Spezifikation der Konzeptualisierung eines abgegrenzten Diskursbereichs zu einem definierten Zweck, auf die sich eine Gruppe von Akteuren geeinigt hat." Anders als bei einem konzeptionellen Datenbankschema enthalten Ontologien Informationen uber die Bedeutung der gespeicherten Daten sowie Regeln uber deren Zusammenhang. Eine Ontologie ist ein formales Wissensmodell, das im Wissensmanagement, in Experten- und Multiagentensystemen, bei der Informationsintegration und vor allem im Semantic Web eingesetzt wird. Gerade in diesen Bereichen haben die Ontologien einen grossen Aufschwung erlangt, wie in Abb. 1.1 ersichtlich ist. Besonders seit dem Aufkommen des Semantic Webs werden sie immer mehr zur Grundlange fur Austausch und Zusammenfuhren von Informationen (siehe Abb. 1.1). Ontologien sind zu dem Ruckgrat der Wissensreprasentation im Semantic Web geworden. Aufgrund der hohen Anzahl an verfugbaren Ontologien und aufgrund der"

Biomedical Signals Imaging And Informatics

Author : Joseph D. Bronzino
ISBN : 9781439825280
Genre : Medical
File Size : 31.26 MB
Format : PDF
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Known as the bible of biomedical engineering, The Biomedical Engineering Handbook, Fourth Edition, sets the standard against which all other references of this nature are measured. As such, it has served as a major resource for both skilled professionals and novices to biomedical engineering. Biomedical Signals, Imaging, and Informatics, the third volume of the handbook, presents material from respected scientists with diverse backgrounds in biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined, including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.
Category: Medical

Handbook Of Statistical Analysis And Data Mining Applications

Author : Robert Nisbet
ISBN : 0080912036
Genre : Mathematics
File Size : 21.24 MB
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The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions. Written "By Practitioners for Practitioners" Non-technical explanations build understanding without jargon and equations Tutorials in numerous fields of study provide step-by-step instruction on how to use supplied tools to build models Practical advice from successful real-world implementations Includes extensive case studies, examples, MS PowerPoint slides and datasets CD-DVD with valuable fully-working 90-day software included: "Complete Data Miner - QC-Miner - Text Miner" bound with book
Category: Mathematics