Hybrid Machine Intelligence for Medical Image Analysis

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Hybrid Machine Intelligence for Medical Image Analysis is written by Siddhartha Bhattacharyya and published by Springer. It's available with International Standard Book Number or ISBN identification 9811389306 (ISBN 10) and 9789811389306 (ISBN 13).

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.