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Medical diagnosis using artificial n...

Moein, Sara, (1983-)

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Medical diagnosis using artificial neural networks

Record Type:	Electronic resources : Monograph/item
Title/Author:	Medical diagnosis using artificial neural networks/ by Sara Moein.
Author:	Moein, Sara,
Published:	Hershey, Pennsylvania :IGI Global, : [2014],
Description:	1 online resource (xiv, 310 p.)
[NT 15003449]:	Medical diagnosis -- Artificial intelligence in medical science -- Procedure of medical diagnosis -- Definition of artificial neural network -- Types of artificial neural network -- Training algorithms -- Artificial neural network for medical diagnosis -- Introduction to heart -- Review on heart studies -- Intelligent detection of heart disorders -- Feature extraction and classification -- Other diseases detection: hepatitis -- Optimization algorithms -- ANN optimization experiments for classification -- Netlab training.
Subject:	Artificial intelligence - Medical applications. -
Online resource:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6146-2
ISBN:	9781466661479 (e-book)

Medical diagnosis using artificial neural networks
Moein, Sara,1983-

Medical diagnosis using artificial neural networks[electronic resource] /by Sara Moein. - Hershey, Pennsylvania :IGI Global,[2014] - 1 online resource (xiv, 310 p.)

Includes bibliographical references.

Medical diagnosis -- Artificial intelligence in medical science -- Procedure of medical diagnosis -- Definition of artificial neural network -- Types of artificial neural network -- Training algorithms -- Artificial neural network for medical diagnosis -- Introduction to heart -- Review on heart studies -- Intelligent detection of heart disorders -- Feature extraction and classification -- Other diseases detection: hepatitis -- Optimization algorithms -- ANN optimization experiments for classification -- Netlab training.

Restricted to subscribers or individual electronic text purchasers.

"This book introduces effective parameters for improving the performance and application of machine learning and pattern recognition techniques to facilitate medical processes for those interested in the relationship between artificial intelligence and medical science through the use of informatics to improve the quality of medical care"--Provided by publisher.

ISBN: 9781466661479 (e-book)Subjects--Topical Terms:

900591
Artificial intelligence
--Medical applications.

LC Class. No.: R859.7.A78 / M64 2014e

Dewey Class. No.: 610.285/63

Medical diagnosis using artificial neural networks
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020 $a 9781466661479 (e-book)
020 $a 9781466661462 (hardback)
035 $a (OCoLC)889810967
035 $a 1081021215
040 $a CaBNVSL $b eng $e rda $c CaBNVSL $d CaBNVSL
050 0 0 $a R859.7.A78 $b M64 2014e
082 0 0 $a 610.285/63 $2 23
100 1 $a Moein, Sara, $d 1983- $e author. $3 3310948
245 1 0 $a Medical diagnosis using artificial neural networks $h [electronic resource] / $c by Sara Moein.
260 $a Hershey, Pennsylvania : $b IGI Global, $c [2014]
300 $a 1 online resource (xiv, 310 p.)
504 $a Includes bibliographical references.
505 0 $a Medical diagnosis -- Artificial intelligence in medical science -- Procedure of medical diagnosis -- Definition of artificial neural network -- Types of artificial neural network -- Training algorithms -- Artificial neural network for medical diagnosis -- Introduction to heart -- Review on heart studies -- Intelligent detection of heart disorders -- Feature extraction and classification -- Other diseases detection: hepatitis -- Optimization algorithms -- ANN optimization experiments for classification -- Netlab training.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book introduces effective parameters for improving the performance and application of machine learning and pattern recognition techniques to facilitate medical processes for those interested in the relationship between artificial intelligence and medical science through the use of informatics to improve the quality of medical care"--Provided by publisher.
650 0 $a Artificial intelligence $x Medical applications. $3 900591
650 0 $a Neural networks (Computer science) $3 532070
650 0 $a Diagnosis $x Data processing. $3 1966311
710 2 $a IGI Global, $e publisher. $3 3231345
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6146-2