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Neural Networks in Healthcare

Potential and Challenges

By: Rezaul Begg (Editor), Joarder Kamruzzaman (Editor), Ruhul Sarker (Editor)

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Hardcover | 31 January 2006

At a Glance

Hardcover
350 Pages

Dimensions(cm)
25.4 x 17.78 x 2.06

Hardcover

$225.75

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Healthcare costs around the globe are on the rise, creating a strong need for new ways of assisting the requirements of the healthcare system. Besides applications in other areas, neural networks have naturally found many promising applications in the health and medicine areas. ""Neural Networks in Healthcare: Potential and Challenges"" presents interesting and innovative developments from leading experts and scientists working in health, biomedicine, biomedical engineering, and computing areas. This book covers many important and state-of-the-art applications in the areas of medicine and healthcare, including: cardiology, electromyography, electroencephalography, gait and human movement, therapeutic drug monitoring for patient care, sleep apnea, and computational fluid dynamics areas. ""Neural Networks in Healthcare: Potential and Challenges"" is a useful source of information for researchers, professionals, lecturers, and students from a wide range of disciplines. Readers of this book will be able to use the ideas for further research efforts in this very important and highly multidisciplinary area.

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You Can Find This Book In

Non-Fiction Medicine Medicine in General Medical Equipment & Techniques Medical Research Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Health Systems & Services General Practice

Preface	p. vii
Introduction and Applications in Healthcare
Overview of Artificial Neural Networks and their Applications in Healthcare	p. 1
A Survey on Various Applications of Artificial Neural Networks in Selected Fields of Healthcare	p. 20
Electrocardiography
The Role of Neural Networks in Computerized Classification of the Electrocardiogram	p. 60
Neural Networks in ECG Classification: What is Next for Adaptive Systems?	p. 81
A Concept Learning-Based Patient-Adaptable Abnormal ECG Beat Detector for Long-Term Monitoring of Heart Patients	p. 105
Electromyography
A Recurrent Probabilistic Neural Network for EMG Pattern Recognition	p. 130
Myoelectric Teleoperation of a Dual-Arm Manipulator Using Neural Networks	p. 154
Electroencephalography and Evoked Potentials
Artificial Neural Networks in EEG Analysis	p. 177
The Use of Artificial Neural Networks for Objective Determination of Hearing Threshold Using the Auditory Brainstem Response	p. 195
Applications in Selected Areas
Movement Pattern Recognition Using Neural Networks	p. 217
Neural and Kernel Methods for Therapeutic Drug Monitoring	p. 238
Computational Fluid Dynamics and Neural Network for Modeling and Simulations of Medical Devices	p. 262
Analysis of Temporal Patterns of Physiological Parameters	p. 284
About the Authors	p. 317
Index	p. 327
Table of Contents provided by Ingram. All Rights Reserved.

Neural Networks in Healthcare

Potential and Challenges

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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