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Bimonthly Since 1986 |
ISSN 1004-9037
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Publication Details |
Edited by: Editorial Board of Journal of Data Acquisition and Processing
P.O. Box 2704, Beijing 100190, P.R. China
Sponsored by: Institute of Computing Technology, CAS & China Computer Federation
Undertaken by: Institute of Computing Technology, CAS
Published by: SCIENCE PRESS, BEIJING, CHINA
Distributed by:
China: All Local Post Offices
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Abstract
In recent years, machine learning algorithms' incredible success at image recognition tasks coincides with a significant rise in the use of electronic medical records and diagnostic imaging. Convolutional neural networks and clinical aspects of medical image analysis are the primary focus of this overview of machine learning algorithms. The fact as large hierarchical relationships inside the statistics may stay discovered algorithmically barring busy hand-crafting about features is a gain concerning computer study among the technology about clinical extensive data. Medical image classification, localization, detection, segmentation, then determination stability are among our key research areas and applications. In the end, we talk about research challenges, new trends, and possible future directions.
Keyword
Convolutional neural networks, Medical image analysis, Machine learning, Deep Learning.
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