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Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

Paperback

Series: Advances in Ubiquitous Sensing Applications for Healthcare, Book 4

Technology & EngineeringBiology

ISBN10: 0128180048
ISBN13: 9780128180044
Publisher: Academic Press
Published: Jul 31 2019
Pages: 218
Weight: 0.85
Height: 0.46 Width: 7.50 Depth: 9.25
Language: English

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images.

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