Computer Assisted Medical Decision Making

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Computer-Assisted Medical Decision Making

Author : J.A. Reggia,S. Tuhrim
Publisher : Springer
Page : 0 pages
File Size : 43,9 Mb
Release : 2012-08-14
Category : Medical
ISBN : 1461385547

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Computer-Assisted Medical Decision Making by J.A. Reggia,S. Tuhrim Pdf

Computer technology has impacted the practice of medicine in dramatic ways. Imaging techniques provide noninvasive tools which alter the diag nostic process. Sophisticated monitoring equipment presents new levels of detail for both patient management and research. In most of these high technology applications, the computer is embedded in the device; its presence is transparent to the user. There is also a growing number of applications in which the health care provider directly interacts with a computer. In many cases, these appli cations are limited to administrative functions, e.g., office practice man agement, location of hospital patients, appointments, and scheduling. Nevertheless, there also are instances of patient care functions such as results reporting, decision support, surveillance, and reminders. This series, Computers and Medicine, will focus upon the direct use of information systems as it relates to the medical community. After twenty-five years of experimentation and experience, there are many tested applications which can be implemented economically using the current generation of computers. Moreover, the falling cost of computers suggests that there will be even more extensive use in the near future. Yet there is a gap between current practice and the state-of-the-art.

Computer--assisted Medical Decision-making

Author : Homer R. Warner
Publisher : Unknown
Page : 216 pages
File Size : 53,8 Mb
Release : 1979
Category : Medical
ISBN : UOM:39015004432368

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Computer--assisted Medical Decision-making by Homer R. Warner Pdf

Computer-assisted Medical Decision Making

Author : James A. Reggia,Stanley Tuhrim
Publisher : Unknown
Page : 328 pages
File Size : 40,7 Mb
Release : 1985
Category : Clinical medicine
ISBN : UOM:39015010150301

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Computer-assisted Medical Decision Making by James A. Reggia,Stanley Tuhrim Pdf

Computer-assisted Clinical Decision-making Project

Author : George Anthony Gorry
Publisher : Sagwan Press
Page : 58 pages
File Size : 44,8 Mb
Release : 2018-02-07
Category : Electronic
ISBN : 1376974975

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Computer-assisted Clinical Decision-making Project by George Anthony Gorry Pdf

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Dealing with Medical Knowledge

Author : E. Carson,T. Deutsch,E. Ludwig
Publisher : Springer Science & Business Media
Page : 302 pages
File Size : 44,7 Mb
Release : 2013-06-29
Category : Medical
ISBN : 9781475799514

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Dealing with Medical Knowledge by E. Carson,T. Deutsch,E. Ludwig Pdf

In a systematic and clear manner, the authors discuss the problems associated with clinical decision making and explore the current methods to solve them. In this monograph, they examine the results of combining the classical control system approach with the symbolic approaches which have been central to developments in artificial intelligence. Well illustrated with case studies, this volume will prove to be an invaluable resource to system scientists, engineers, computer scientists, and members of the medical community.

Fundamentals of Clinical Data Science

Author : Pieter Kubben,Michel Dumontier,Andre Dekker
Publisher : Springer
Page : 219 pages
File Size : 41,9 Mb
Release : 2018-12-21
Category : Medical
ISBN : 9783319997131

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Fundamentals of Clinical Data Science by Pieter Kubben,Michel Dumontier,Andre Dekker Pdf

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.

Computer-Assisted Medical Decision Making

Author : J.A. Reggia,S. Tuhrim
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 45,6 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781461251088

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Computer-Assisted Medical Decision Making by J.A. Reggia,S. Tuhrim Pdf

Computer technology has impacted the practice of medicine in dramatic ways. Imaging techniques provide noninvasive tools which alter the diag nostic process. Sophisticated monitoring equipment presents new levels of detail for both patient management and research. In most of these high technology applications, the computer is embedded in the device; its presence is transparent to the user. There is also a growing number of applications in which the health care provider directly interacts with a computer. In many cases, these appli cations are limited to administrative functions, e.g., office practice man agement, location of hospital patients, appointments, and scheduling. Nevertheless, there also are instances of patient care functions such as results reporting, decision support, surveillance, and reminders. This series, Computers and Medicine, will focus upon the direct use of information systems as it relates to the medical community. After twenty-five years of experimentation and experience, there are many tested applications which can be implemented economically using the current generation of computers. Moreover, the falling cost of computers suggests that there will be even more extensive use in the near future. Yet there is a gap between current practice and the state-of-the-art.

Clinical Decision Support Systems

Author : Eta S. Berner
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 47,8 Mb
Release : 2013-06-29
Category : Medical
ISBN : 9781475739039

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Clinical Decision Support Systems by Eta S. Berner Pdf

Written by nationally and internationally recognised experts on the design, evaluation and application of such systems, this book examines the impact of practitioner and patient use of computer-based diagnostic tools. It serves simultaneously as a resource book on diagnostic systems for informatics specialists; a textbook for teachers or students in health or medical informatics training programs; and as a comprehensive introduction for clinicians, with or without expertise in the applications of computers in medicine, who are interested in learning about current developments in computer-based diagnostic systems. Designed for a broad range of clinicians in need of decision support.

Computer-based Medical Guidelines and Protocols

Author : Annette ten Teije,Silvia Miksch,Peter Lucas
Publisher : IOS Press
Page : 300 pages
File Size : 46,5 Mb
Release : 2008
Category : Business & Economics
ISBN : 9781586038731

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Computer-based Medical Guidelines and Protocols by Annette ten Teije,Silvia Miksch,Peter Lucas Pdf

The book consists of two parts. The first part consists of 9 chapters which together offer a comprehensive overview of the most important medical and computer-science aspects of clinical guidelines and protocols. The second part of the book consists of chapters that are extended versions of selected papers that were originally submitted to the ECAI-2006 workshop 'AI Techniques in Health Care: Evidence-based Guidelines and Protocols.'

Artificial Intelligence in Healthcare

Author : Adam Bohr,Kaveh Memarzadeh
Publisher : Academic Press
Page : 385 pages
File Size : 45,7 Mb
Release : 2020-06-21
Category : Computers
ISBN : 9780128184394

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Artificial Intelligence in Healthcare by Adam Bohr,Kaveh Memarzadeh Pdf

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments

Author : Juri Yanase,Evangelos Triantaphyllou
Publisher : Infinite Study
Page : 51 pages
File Size : 53,6 Mb
Release : 2024-06-10
Category : Mathematics
ISBN : 8210379456XXX

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A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments by Juri Yanase,Evangelos Triantaphyllou Pdf

Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort expended in the interface of medicine and computer science. As some CAD systems in medicine try to emulate the diagnostic decision-making process of medical experts, they can be considered as expert systems in medicine.

Histopathological Image Analysis in Medical Decision Making

Author : Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu
Publisher : IGI Global
Page : 340 pages
File Size : 42,8 Mb
Release : 2018-09-21
Category : Medical
ISBN : 9781522563174

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Histopathological Image Analysis in Medical Decision Making by Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu Pdf

Medical imaging technologies play a significant role in visualization and interpretation methods in medical diagnosis and practice using decision making, pattern classification, diagnosis, and learning. Progressions in the field of medical imaging lead to interdisciplinary discovery in microscopic image processing and computer-assisted diagnosis systems, and aids physicians in the diagnosis and early detection of diseases. Histopathological Image Analysis in Medical Decision Making provides emerging research exploring the theoretical and practical applications of image technologies and feature extraction procedures within the medical field. Featuring coverage on a broad range of topics such as image classification, digital image analysis, and prediction methods, this book is ideally designed for medical professionals, system engineers, medical students, researchers, and medical practitioners seeking current research on problem-oriented processing techniques in imaging technologies.

Clinical Reasoning in the Health Professions

Author : Joy Higgs,Mark A Jones,Stephen Loftus, PhD, MSc, BDS,Nicole Christensen
Publisher : Elsevier Health Sciences
Page : 518 pages
File Size : 52,8 Mb
Release : 2008-02-14
Category : Medical
ISBN : 9780750688857

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Clinical Reasoning in the Health Professions by Joy Higgs,Mark A Jones,Stephen Loftus, PhD, MSc, BDS,Nicole Christensen Pdf

Clinical reasoning is the foundation of professional clinical practice. Totally revised and updated, this book continues to provide the essential text on the theoretical basis of clinical reasoning in the health professions and examines strategies for assisting learners, scholars and clinicians develop their reasoning expertise. key chapters revised and updated nature of clinical reasoning sections have been expanded increase in emphasis on collaborative reasoning core model of clinical reasoning has been revised and updated

Comparative Approaches to Medical Reasoning

Author : Maurice E. Cohen,Donna L. Hudson
Publisher : World Scientific
Page : 338 pages
File Size : 55,9 Mb
Release : 1995
Category : Medical
ISBN : 9810221622

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Comparative Approaches to Medical Reasoning by Maurice E. Cohen,Donna L. Hudson Pdf

This book focuses on approaches to computer-assisted medical decision-making. A unique feature of the book is that a specific problem in medical decision-making has been selected from the literature, with each contributed chapter presenting a different approach to the solution of the same problem. Theoretical foundations for each approach are provided, followed by practical application. Techniques include knowledge-based reasoning, neural network models, hybrid systems, reasoning with uncertainty, and fuzzy logic, among others. The goal is to supply the reader with a variety of theoretical techniques whose practical implementation can be clearly understood through the example. Using a single, concrete example to illustrate different theoretical approaches allows various techniques to be easily contrasted and permits the reader to determine which aspects are pertinent to specific types of applications. Although the methods are illustrated in a medical problem, they have wide applicability in numerous areas of decision-making.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Author : Kenji Suzuki,Yisong Chen
Publisher : Springer
Page : 387 pages
File Size : 45,9 Mb
Release : 2018-01-09
Category : Technology & Engineering
ISBN : 9783319688435

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Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging by Kenji Suzuki,Yisong Chen Pdf

This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.