Hybrid Machine Intelligence for Medical Image Analysis

£89.50

Hybrid Machine Intelligence for Medical Image Analysis

Electronics engineering Artificial intelligence Pattern recognition Computer vision Digital signal processing (DSP)

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 8th August 2019

Format: LCP-protected ePub

Size: 78 Mb

ISBN: 9789811389306


Overview

The book discusses the impact of machine learning and computational intelligent algorithms on medical image data processing, and introduces the latest trends in machine learning technologies and computational intelligence for intelligent medical image analysis.

Topics Covered

The topics covered include automated region of interest detection of magnetic resonance images based on center of gravity; brain tumor detection through low-level features detection; automatic MRI image segmentation for brain tumor detection using the multi-level sigmoid activation function; and computer-aided detection of mammographic lesions using convolutional neural networks.

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