國立高雄大學圖資館 |

Language: English

Back

Convolutional neural networks for medical image processing applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	Convolutional neural networks for medical image processing applicationseditor, Şaban Öztürk.
other author:	Öztürk, Şaban,
Published:	Boca Raton, FL :CRC Press,2023.
Description:	1 online resource :ill.
Subject:	Diagnostic imaging.
Online resource:	https://www.taylorfrancis.com/books/9781003215141
ISBN:	9781003215141$q(electronic bk.)

Convolutional neural networks for medical image processing applications
Convolutional neural networks for medical image processing applications[electronic resource] /editor, Şaban Öztürk. - 1st ed. - Boca Raton, FL :CRC Press,2023. - 1 online resource :ill.

Includes bibliographical references and index.

"With the development of technology, living standards rise and people's expectations increase. This situation makes itself felt strikingly especially in the medical field. The use of medical devices is rapidly increasing to protect human health. It is very important to quickly evaluate the images obtained from these medical imaging devices. For this purpose, artificial intelligence (AI) methods are used. While hand-crafted methods were preferred in the past, more advanced methods are preferred today. CNN architectures are one of the most effective AI methods today. This book contains applications for the use of CNN methods for medical applications. The content of the book, in which different CNN methods are applied to various medical image processing problems, is quite extensive. Readers will be able to comprehensively analyze the effects of CNN methods presented in the book on medical applications"--

ISBN: 9781003215141$q(electronic bk.)

LCCN: 2022020313Subjects--Topical Terms:

214977
Diagnostic imaging.

LC Class. No.: RC78.7.D53

Dewey Class. No.: 616.07/54

National Library of Medicine Call No.: WN 26.5

Convolutional neural networks for medical image processing applications
LDR:01882cmm a2200289 a 4500 001 663954
005 20240923072503.0
006 m o d
007 cr cnu---unuuu
008 241219s2023 flua ob 001 0 eng
010 $a 2022020313
020 $a 9781003215141$q(electronic bk.)
020 $z 9781032104010$q(paperback)
020 $z 9781032104003$q(hardcover)
035 $a 22560565
040 $a DNLM/DLC $b eng $c DLC
041 0 $a eng
050 0 0 $a RC78.7.D53
060 0 0 $a WN 26.5
082 0 0 $a 616.07/54 $2 23
245 0 0 $a Convolutional neural networks for medical image processing applications $h [electronic resource] / $c editor, Şaban Öztürk.
250 $a 1st ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2023.
300 $a 1 online resource : $b ill.
504 $a Includes bibliographical references and index.
520 $a "With the development of technology, living standards rise and people's expectations increase. This situation makes itself felt strikingly especially in the medical field. The use of medical devices is rapidly increasing to protect human health. It is very important to quickly evaluate the images obtained from these medical imaging devices. For this purpose, artificial intelligence (AI) methods are used. While hand-crafted methods were preferred in the past, more advanced methods are preferred today. CNN architectures are one of the most effective AI methods today. This book contains applications for the use of CNN methods for medical applications. The content of the book, in which different CNN methods are applied to various medical image processing problems, is quite extensive. Readers will be able to comprehensively analyze the effects of CNN methods presented in the book on medical applications"-- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Diagnostic imaging. $3 214977
650 0 $a Neural networks (Neurobiology) $3 182100
650 0 $a Deep learning (Machine learning) $3 913129
650 1 2 $a Image Interpretation, Computer-Assisted $x methods $3 868226
650 1 2 $a Neural Networks, Computer $3 976503
650 1 2 $a Image Processing, Computer-Assisted $x methods $v Congresses. $3 452610
650 2 2 $a Deep Learning. $3 927365
700 1 $a Öztürk, Şaban, $d 1989- $3 976502
856 4 0 $u https://www.taylorfrancis.com/books/9781003215141