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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Vydané v:	Annual review of biomedical engineering Ročník 19; s. 221 - 248
Hlavní autori:	Shen, Dinggang, Wu, Guorong, Suk, Heung-Il
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 21.06.2017
Predmet:	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
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