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Deep Learning Interpretation of Echocardiograms

Amirata Ghorbani, View ORCID ProfileDavid Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington, David H. Liang, Euan A. Ashley, James Y. Zou
doi: https://doi.org/10.1101/681676
Amirata Ghorbani
1Department of Electrical Engineering, Stanford University, CA, USA
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David Ouyang
2Department of Medicine, Stanford University, CA, USA
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  • For correspondence: ouyangd@stanford.edu jamesz@stanford.edu
Abubakar Abid
1Department of Electrical Engineering, Stanford University, CA, USA
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Bryan He
3Department of Computer Science, Stanford University, CA, USA
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Jonathan H. Chen
2Department of Medicine, Stanford University, CA, USA
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Robert A. Harrington
2Department of Medicine, Stanford University, CA, USA
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David H. Liang
2Department of Medicine, Stanford University, CA, USA
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Euan A. Ashley
2Department of Medicine, Stanford University, CA, USA
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James Y. Zou
1Department of Electrical Engineering, Stanford University, CA, USA
3Department of Computer Science, Stanford University, CA, USA
4Department of Biomedical Data Science, Stanford University, CA, USA
5Chan–Zuckerberg Biohub, San Francisco, CA, USA
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  • For correspondence: ouyangd@stanford.edu jamesz@stanford.edu
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Article Information

doi 
https://doi.org/10.1101/681676
History 
  • June 24, 2019.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.

Author Information

  1. Amirata Ghorbani1,*,
  2. David Ouyang2,*,+,
  3. Abubakar Abid1,
  4. Bryan He3,
  5. Jonathan H. Chen2,
  6. Robert A. Harrington2,
  7. David H. Liang2,
  8. Euan A. Ashley2 and
  9. James Y. Zou1,3,4,5,+
  1. 1Department of Electrical Engineering, Stanford University, CA, USA
  2. 2Department of Medicine, Stanford University, CA, USA
  3. 3Department of Computer Science, Stanford University, CA, USA
  4. 4Department of Biomedical Data Science, Stanford University, CA, USA
  5. 5Chan–Zuckerberg Biohub, San Francisco, CA, USA
  1. ↵+Corresponding authors: ouyangd{at}stanford.edu and jamesz{at}stanford.edu
  1. ↵* Equal Contribution

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Posted June 24, 2019.
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Deep Learning Interpretation of Echocardiograms
Amirata Ghorbani, David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington, David H. Liang, Euan A. Ashley, James Y. Zou
bioRxiv 681676; doi: https://doi.org/10.1101/681676
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Deep Learning Interpretation of Echocardiograms
Amirata Ghorbani, David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington, David H. Liang, Euan A. Ashley, James Y. Zou
bioRxiv 681676; doi: https://doi.org/10.1101/681676

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