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Classification in bioapps = automati...

Dey, Nilanjan.

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Classification in bioapps = automation of decision making /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Classification in bioapps/ edited by Nilanjan Dey, Amira S. Ashour, Surekha Borra.
Reminder of title:	automation of decision making /
other author:	Dey, Nilanjan.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xiii, 447 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Diagnosis - Data processing. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-65981-7
ISBN:	9783319659817

Classification in bioapps = automation of decision making /
Classification in bioappsautomation of decision making /[electronic resource] :edited by Nilanjan Dey, Amira S. Ashour, Surekha Borra. - Cham :Springer International Publishing :2018. - xiii, 447 p. :ill., digital ;24 cm. - Lecture notes in computational vision and biomechanics,v.262212-9391 ;. - Lecture notes in computational vision and biomechanics ;v.26..

This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges. Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization. In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals.

ISBN: 9783319659817

Standard No.: 10.1007/978-3-319-65981-7doiSubjects--Topical Terms:

1966311
Diagnosis
--Data processing.

LC Class. No.: RC78.7.D35

Dewey Class. No.: 616.075

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245 0 0 $a Classification in bioapps $h [electronic resource] : $b automation of decision making / $c edited by Nilanjan Dey, Amira S. Ashour, Surekha Borra.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a xiii, 447 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computational vision and biomechanics, $x 2212-9391 ; $v v.26
520 $a This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges. Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization. In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals.
650 0 $a Diagnosis $x Data processing. $3 1966311
650 0 $a Biomedical engineering. $3 535387
650 1 4 $a Engineering. $3 586835
650 2 4 $a Biomedical Engineering. $3 720279
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
650 2 4 $a Pharmaceutical Sciences/Technology. $3 1001579
700 1 $a Dey, Nilanjan. $3 2200043
700 1 $a Ashour, Amira S. $3 3220576
700 1 $a Borra, Surekha. $3 3298554
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830 0 $a Lecture notes in computational vision and biomechanics ; $v v.26. $3 3298555
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-65981-7
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