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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Język Angielski ● Format EPUB ● ISBN 9789811389306 ● Redaktor Siddhartha Bhattacharyya & Chinmoy Kar ● Wydawca Springer Singapore ● Opublikowany 2019 ● Do pobrania 3 czasy ● Waluta EUR ● ID 7277819 ● Ochrona przed kopiowaniem Adobe DRM
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