TAILIEUCHUNG - Neural Networks in Healthcare: Potential and Challenges

Artificial neural networks are learning machines inspired by the operation of the human brain, and they consist of many artificial neurons connected in parallel. These networks work via non-linear mapping techniques between the inputs and outputs of a model indicative of the operation of a real system. Although introduced over 40 years ago, many wonderful new developments in neural networks have taken place as recently as during the last decade or so. This has led to numerous recent applications in many fields, especially when the input-output relations are too complex and difficult to express using formulations | REZAUL BEGG. JOARDER KAMRUZZAMAN. RUHUL SARKER Networks in Healthcare POTENTIAL AND CHALLENGES AS I IVL R Neural Networks in Healthcare Potential and Challenges Rezaul Begg Victoria University Australia Joarder Kamruzzaman Monash University Australia Ruhul Sarker University of New South Wales Australia IDEA GROUP PUBLISHING Hershey London Melbourne Singapore Acquisitions Editor Development Editor Senior Managing Editor Managing Editor Copy Editor Typesetter Cover Design Printed at Michelle Potter Kristin Roth Amanda Appicello Jennifer Neidig April Schmidt Diane Huskinson Lisa Tosheff Yurchak Printing Inc. Published in the United States of America by Idea Group Publishing an imprint of Idea Group Inc. 701 E. Chocolate Avenue Hershey PA 17033 Tel 717-533-8845 Fax 717-533-8661 E-mail cust@ Web site http and in the United Kingdom by Idea Group Publishing an imprint of Idea Group Inc. 3 Henrietta Street Covent Garden London WC2E 8LU Tel 44 20 7240 0856 Fax 44 20 7379 0609 Web site http Copyright 2006 by Idea Group Inc. All rights reserved. No part of this book may be reproduced stored or distributed in any form or by any means electronic or mechanical including photocopying without written permission from the publisher. Product or company names used in this book are for identification purposes only. Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI of the trademark or registered trademark. Library of Congress Cataloging-in-Publication Data Neural networks in healthcare potential and challenges Rezaul Begg Joarder Kamruzzaman and Ruhul Sarker editors. p. cm. Includes bibliographical references. Summary This book covers state-of-the-art applications in many areas of medicine and healthcare --Provided by publisher. ISBN 1-59140-848-2 hardcover -- ISBN 1-59140-849-0 softcover 1. Neural networks Computer science 2. Medicine--Research--Data processing. 3. Medical .

• Quản trị mạng
• Healthcare
• Artificial Neural Networks
• Computerized Classification
• ECG Classification
• Neural Networks
• Heart Patients
• Electrocardiogram
• Leading reliable healthcare
• Reliable healthcare
• Healthcare education
• A responsive healthcare system
• Organizational safety culture
• Operational excellence
• Efficient clinical practice
• Successful patient outcomes
• Knowledge sharing
• South African healthcare system
• Healthcare system
• Healthcare practitioners
• Essentials of management for healthcare professionals
• Healthcare professionals
• Essentials of management
• Medical audit
• Healthcare systems
• Infection prevention
• Financial management
• Vietnamese high education contexts
• Student centered learning
• Birmingham City University
• Healthcare students’ critical reflection levels
• Healthcare students’ practicum experience
• Clinical rotation in healthcare settings and laboratory
• Medical assisting
• Administrative practices
• Clinical practices
• Medical assisting practice
• Healthcare team
• Healthcare facilities
• Mobile phones
• Healthcare workers
• Healthcare associated infections
• Bacterial contamination
• Staphylococcus epidermidis
• Application of Lean to healthcare processes
• Healthcare processes
• Complex system perspective
• Lean to healthcare processes
• Paths forward
• BMC Cancer
• Breast cancer
• Healthcare access
• Healthcare burden
• Healthcare financing
• Mobile phones in healthcare setting
• Healthcare setting
• Potential threat in infection control
• Infection control
• Healthcare workers employed
• BMC Pediatrics
• Healthcare costs
• Healthcare utilization
• Healthcare delivery
• Pediatric population
• Economic evaluation
• Embryo donation
• Reproductive medicine
• Primary child healthcare
• Effective manager
• Time management
• Conflict management
• Legal safety
• Quality improvement
• Patient satisfaction
• Primary healthcare
• Performance parameters
• Leadership through crisis
• Health system innovation
• Improving performance
• Human resources in healthcare
• Managing for success
• Nurse workload
• Compensation practices
• knowledge management
• Creating customer
• Focused healthcare organizations
• Healthcare finance
• Fundamentals of healthcare finance
• Managing financial operations
• Profit analysis
• Pricing decisions
• The cost of capital
• Capital investment decision basics
• Project cash flow estimation
• Reporting assets
• Analyzing financial condition
• Healthcare business basics
• Paying for health services
• Estimating costs
• Planning and budgeting
• Socializing education and healthcare in Vietnam market economy
• Socializing education and healthcare
• Vietnam market economy
• Vietnam social and health education
• Education and health
• Journa science
• International journal of financial research
• Education and Healthcare spending
• Household credit
• Healthcare spending by the poor
• International Journal of Computer Networks and Communications Security
• New approach for healthcare information and communication systems
• Healthcare information and communication systems
• The European legislation requirements
• Managing knowledge across boundaries
• Across boundaries in healthcare
• Innovation is desired
• Healthcare quality register
• Knowledge boundaries
• Second life in healthcare education
• Virtual environments potential
• Improve patient safety
• Patient safety
• Autism Spectrum Disorders
• Pakistani healthcare professionals
• Family physicians
• Feeding practices
• Healthcare practices
• Healthcare management practices adopted
• Sheep farmers
• Such marginalis environments