Classification in BioApps

£89.50

Classification in BioApps

Automation of Decision Making

Biomedical engineering Medicinal chemistry Image processing

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Collection: Lecture Notes in Computational Vision and Biomechanics

Language: English

Published by: Springer

Published on: 10th November 2017

Format: LCP-protected ePub

Size: 9 Mb

ISBN: 9783319659817


Overview of the Book

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.

Artificial Neural Networks and Classifiers

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.

Sensor Technologies and Target Audience

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.

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