Classification in BioApps : automation of decision making 1st ed.

Author

Additional Author(s)

• Dey, Nilanjan
• Ashour, Amira S.
• Borra, Surekha

Publisher

Cham, Switzerland : Springer International Publishing, 2018

Language

Dutch

ISBN

9783319659817

Series

Lecture Notes in Computational Vision and Biomechanics 26

Subject(s)

• BIOMEDICAL ENGINEERING
• OPTICAL DATA PROCESSING
• PHARMACEUTICAL TECHNOLOGY

Notes

. .

Abstract

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.

Physical Dimension

Number of Page(s)

1 online resource (xiii, 447 p.)

Dimension

-

Other Desc.

ill. (in col.)

Summary / Review / Table of Content

Front Matter --
Machine Learning Based Detection and Classification --
Deep Learning and Fuzzy-based Computer Aided Diagnosis --
Miscellaneous Applications --

Exemplar(s)

#	Accession No.	Call Number	Location	Status
1.	00558/20	616.075 Cla	Online !	Available