Deep Learning in Medical Image Analysis

This review covers computer-assisted analysis of images in the field of medical imaging. Recent advances in machine learning, especially with regard to deep learning, are helping to identify, classify, and quantify patterns in medical images. At the core of these advances is the ability to exploit h...

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Veröffentlicht in:	Annual review of biomedical engineering Jg. 19; S. 221 - 248
Hauptverfasser:	Shen, Dinggang, Wu, Guorong, Suk, Heung-Il
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 21.06.2017
Schlagworte:	Algorithms Diagnostic Imaging - methods Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Neural Networks (Computer) Pattern Recognition, Automated - methods Unsupervised Machine Learning unsupervised feature learning deep learning medical image analysis
ISSN:	1545-4274
Online-Zugang:	Weitere Angaben
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