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Deep learning in biomedicine

Published:2018-10 Issue:9 Volume:36 Page:829-838
ISSN:1087-0156
Container-title:Nature Biotechnology
language:en
Short-container-title:Nat Biotechnol

Author:

Wainberg Michael,Merico Daniele,Delong Andrew,Frey Brendan J

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering,Molecular Medicine,Applied Microbiology and Biotechnology,Bioengineering,Biotechnology

Link

http://www.nature.com/articles/nbt.4233.pdf

Reference63 articles.

1. Waldrop, M.M. Autonomous vehicles: no drivers required. Nature 518, 20–23 (2015).

2. Mnih, V. et al. Human-level control through deep reinforcement learning. Nature 518, 529–533 (2015).

3. Silver, D. et al. Mastering the game of Go without human knowledge. Nature 550, 354–359 (2017).

4. Gatys, L.A., Ecker, A.S. & Bethge, M. Image style transfer using convolutional neural networks. in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) https://doi.org/10.1109/CVPR.2016.265 (2016).

5. Graves, A., Mohamed, A.-R. & Hinton, G. Speech recognition with deep recurrent neural networks. in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing https://doi.org/10.1109/icassp.2013.6638947 (2013).

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