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Automating Mendelian randomization through machine learning to construct a putative causal map of the human phenome

View ORCID ProfileGibran Hemani, View ORCID ProfileJack Bowden, View ORCID ProfilePhilip Haycock, Jie Zheng, Oliver Davis, Peter Flach, View ORCID ProfileTom Gaunt, View ORCID ProfileGeorge Davey Smith
doi: https://doi.org/10.1101/173682
Gibran Hemani
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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Jack Bowden
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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Philip Haycock
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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Jie Zheng
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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Oliver Davis
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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Peter Flach
2Intelligent Systems Laboratory, Department of Computer Science, University of Bristol
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Tom Gaunt
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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George Davey Smith
1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
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  • ORCID record for George Davey Smith
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Article Information

doi 
https://doi.org/10.1101/173682
History 
  • August 23, 2017.

Article Versions

  • Version 1 (August 10, 2017 - 10:04).
  • You are viewing Version 2, the most recent version of this article.
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 4.0 International license.

Author Information

  1. Gibran Hemani1,
  2. Jack Bowden1,
  3. Philip Haycock1,
  4. Jie Zheng1,
  5. Oliver Davis1,
  6. Peter Flach2,
  7. Tom Gaunt1* and
  8. George Davey Smith1*
  1. 1MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Population Health Sciences, Bristol, UK
  2. 2Intelligent Systems Laboratory, Department of Computer Science, University of Bristol
  1. Correspondence to: g.hemani{at}bristol.ac.uk
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Posted August 23, 2017.
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Automating Mendelian randomization through machine learning to construct a putative causal map of the human phenome
Gibran Hemani, Jack Bowden, Philip Haycock, Jie Zheng, Oliver Davis, Peter Flach, Tom Gaunt, George Davey Smith
bioRxiv 173682; doi: https://doi.org/10.1101/173682
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Automating Mendelian randomization through machine learning to construct a putative causal map of the human phenome
Gibran Hemani, Jack Bowden, Philip Haycock, Jie Zheng, Oliver Davis, Peter Flach, Tom Gaunt, George Davey Smith
bioRxiv 173682; doi: https://doi.org/10.1101/173682

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