Hybrid Machine Intelligence for Medical Image Analysis
Siddhartha Bhattacharyya, Debanjan Konar, Jan Platos, Chinmoy Kar, Kalpana SharmaThe 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.
年:
2020
出版:
1st ed. 2020
出版社:
Springer Singapore
语言:
english
ISBN 10:
9811389306
ISBN 13:
9789811389306
系列:
Studies in Computational Intelligence 841
文件:
PDF, 14.76 MB
IPFS:
,
english, 2020
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