Research Catalog

Title

Neural networks in healthcare : potential and challenges / [edited by] Rezaul Begg, Joarder Kamruzzaman, Ruhul Sarkar.

Publication

Hershey, PA : Idea Group Pub., [2006], ©2006.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Begg, Rezaul.
• Kamruzzaman, Joarder.
• Sarkar, Ruhul.

Description

xii, 332 pages : illustrations; 27 cm

Summary

"This book covers state-of-the-art applications in many areas of medicine and healthcare"--Provided by publisher.

Subjects

• Medical informatics
• Neural Networks (Computer)
• Neural networks (Computer science)
• Medicine > Research > Data processing
• Medical Informatics Applications

Bibliography (note)

• Includes bibliographical references and index.

Contents

Ch. I. Overview of artificial neural networks and their applications in healthcare / Joarder Kamruzzaman, Razaul Begg and Ruhul Sarker -- Ch. II. A survey on various applications of artificial neural networks in selected fields of healthcare / Wolfgang I. Schollhorn and Jorg M. Jager -- Ch. III. The role of neural networks in computerized classification of the electrocardiogram / Chris D. Nugent, Dewar D. Finlay, Mark P. Donnelly and Norman D. Black -- Ch. IV. Neural networks in ECG classification : what is next for adaptive systems? / G. Camps-Valls and J. F. Guerrero-Martinez -- Ch. V. A concept learning-based patient-adaptable abnormal ECG beat detector for long-term monitoring of heart patients / Peng Li, Kap Luk Chan, Sheng Fu and Shankar M. Krishnan -- Ch. VI. A recurrent probabilistic neural network for EMG pattern recognition / Toshio Tsuji, Nan Bu and Osamu Fukuda -- Ch. VII. Myoelectric teleoperation of a dual-arm manipulator using neural networks / Toshio Tsuji, Kouji Tsujimura and Yoshiyuki Tanaka -- Ch. VIII. Artificial neural networks in EEG analysis / Markad V. Kamath, Adrian R. Upton, Jie Wu, Harjeet S. Bajaj, Skip Poehlman and Robert Spaziani -- Ch. IX. The use of artificial neural networks for objective determination of hearing threshold using the auditory brainstem response / Robert T. Davey, Paul J. McCullagh, H. Gerry McAllister and H. Glen Houston -- Ch. X. Movement pattern recognition using neural networks / Rezaul Begg, Joarder Kamruzzaman and Ruhul Sarker -- Ch. XI. Neural and kernel methods for therapeutic drug monitoring / G. Camps-Valls and J. D. Martin-Guerrero -- Ch. XII. Computational fluid dynamics and neural network for modeling and simulations of medical devices / Yos S. Morsi and Subrat Das -- Ch. XIII. Analysis of temporal patterns of physiological parameters / Balazs Benyo.

ISBN

• 1591408482 (hardcover)
• 1591408490 (softcover)

LCCN

2005027413

OCLC

• ocm61692718
• SCSB-5235370

Owning Institutions

Columbia University Libraries