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add new @url citation based on @dhimmel/@XieConnect discussion
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cgreene committed Dec 19, 2016
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Expand Up @@ -15,11 +15,12 @@ learning algorithm has become widespread in the domain of image analysis.
Computer scientists are now building many-layered neural networks from
collections of millions of images. In a famous example, scientists from Google
demonstrated that a neural network could learn to identify cats simply by
watching online videos [@doi:10.1109/ICASSP.2013.6639343]. Such approaches,
termed deep learning, seem like a solution to the challenge presented by the
growth of data in biomedicine. Perhaps these algorithms could identify the
"cats" hidden in our data - the patterns that exist but that we don't know to
look for - and could act on them.
watching online videos
[@url:http://research.google.com/archive/unsupervised_icml2012.html]. Such
approaches, termed deep learning, seem like a solution to the challenge
presented by the growth of data in biomedicine. Perhaps these algorithms could
identify the "cats" hidden in our data - the patterns that exist but that we
don't know to look for - and could act on them.

Deep learning has transformed image analysis, but researchers' initial forays
into the use of these techniques in biomedicine have been less conclusive.
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