Hybrid Machine Intelligence for Medical Image Analysis

د.إ646.00

Colour Matt Finshed

Description

Year:2020
Pages:304
Language:English
Format:PDF
Size:15 MB
ISBN-10:9811389292
ISBN-13:978-9811389290
ASIN:B07W8ZM689

(Studies in Computational Intelligence) 1st ed. 2020 Edition

by Siddhartha Bhattacharyya (Editor), Debanjan Konar (Editor), Jan Platos (Editor), Chinmoy Kar (Editor), Kalpana Sharma (Editor)

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. 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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