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Medical diagnosis using artificial n...

IGI Global,

Medical diagnosis using artificial neural networks[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	610.285/63
書名/作者:	Medical diagnosis using artificial neural networks/ by Sara Moein.
作者:	Moein, Sara,
出版者:	Hershey, Pennsylvania : : IGI Global,, [2014]
面頁冊數:	1 online resource (xiv, 310 p.)
標題:	Artificial intelligence - Medical applications.
標題:	Neural networks (Computer science)
標題:	Diagnosis - Data processing.
ISBN:	9781466661479 (e-book)
ISBN:	9781466661462 (hardback)
書目註:	Includes bibliographical references.
內容註:	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.
摘要、提要註:	"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.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6146-2

Medical diagnosis using artificial neural networks[electronic resource] /
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:

340376
Artificial intelligence
--Medical applications.

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

Dewey Class. No.: 610.285/63

Medical diagnosis using artificial neural networks[electronic resource] /
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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 340376
650 0 $a Neural networks (Computer science) $3 386157
650 0 $a Diagnosis $x Data processing. $3 519998
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856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6146-2

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