Convolutional neural networks: an overview and application in radiology

Convolutional neural networks: an overview and application in radiology

Abstract Convolutional neural network (CNN), a class of artificial neural networks that has become dominant in various computer vision tasks, is attracting interest across a variety of domains, including radiology. CNN is designed to automatically and adaptively learn spatial hierarchies of features...

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Bibliographic Details
Main Authors: Rikiya Yamashita, Mizuho Nishio, Richard Kinh Gian Do, Kaori Togashi
Format: Article
Language:English
Published: SpringerOpen 2018-06-01
Series:Insights into Imaging
Subjects:
Machine learning
Deep learning
Convolutional neural network
Medical imaging
Radiology
Online Access:http://link.springer.com/article/10.1007/s13244-018-0639-9

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http://link.springer.com/article/10.1007/s13244-018-0639-9

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