Hybrid Machine Intelligence for Medical Image Analysis (1st ed. 2020) (Studies in Computational Intelligence #841)

By: Siddhartha Bhattacharyya and Debanjan Konar and Jan Platos and Chinmoy Kar and Kalpana Sharma

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9789811389306
Related ISBNs:: 9789811389290
Publisher:: Springer Singapore, Singapore
Date of Addition:: 08/09/19
Copyrighted By:: Springer
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Art and Architecture, Computers and Internet, Technology
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Siddhartha Bhattacharyya
Edited by:: Debanjan Konar
Edited by:: Jan Platos
Edited by:: Chinmoy Kar
Edited by:: Kalpana Sharma