Artificial intelligence and the analysis of multi-platform metabolomics data for the detection of intrauterine growth restriction

Ray Oliver Bahado-Singh; Ali Yilmaz; Halil Bisgin; Onur Turkoglu; Praveen Kumar; Eric Sherman; Andrew Mrazik; Anthony Odibo; Stewart F. Graham

doi:10.1371/journal.pone.0214121

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Open Access

Peer-reviewed

Research Article

Artificial intelligence and the analysis of multi-platform metabolomics data for the detection of intrauterine growth restriction

Ray Oliver Bahado-Singh ,

Roles Investigation, Methodology, Resources, Writing – review & editing

* E-mail: Ray.bahado-singh@beaumont.edu

Affiliations Department of Obstetrics and Gynecology, William Beaumont Health, Royal Oak, MI, United States of America, Oakland University-William Beaumont School of Medicine, Rochester, MI, United States of America

http://orcid.org/0000-0001-9991-0554

⨯
Ali Yilmaz,

Roles Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Obstetrics and Gynecology, William Beaumont Health, Royal Oak, MI, United States of America
⨯
Halil Bisgin,

Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Department of Computer Science, Engineering and Physics, University of Michigan-Flint, Flint, MI, United States of America

http://orcid.org/0000-0001-6874-168X

⨯
Onur Turkoglu,

Roles Resources, Writing – review & editing

Affiliation Department of Obstetrics and Gynecology, William Beaumont Health, Royal Oak, MI, United States of America
⨯
Praveen Kumar,

Roles Software, Writing – review & editing

Affiliation Department of Obstetrics and Gynecology, William Beaumont Health, Royal Oak, MI, United States of America
⨯
Eric Sherman,

Roles Resources

Affiliation University of Michigan, Ann Arbor, MI, United States of America

http://orcid.org/0000-0001-7500-4661

⨯
Andrew Mrazik,

Roles Software, Writing – review & editing

Affiliation Department of Computer Science, Engineering and Physics, University of Michigan-Flint, Flint, MI, United States of America
⨯
Anthony Odibo,

Roles Writing – review & editing

Affiliation Department of Obstetrics and Gynecology, University of South Florida, Tampa, FL, United States of America
⨯
Stewart F. Graham

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Obstetrics and Gynecology, William Beaumont Health, Royal Oak, MI, United States of America, Oakland University-William Beaumont School of Medicine, Rochester, MI, United States of America
⨯

Artificial intelligence and the analysis of multi-platform metabolomics data for the detection of intrauterine growth restriction

Ray Oliver Bahado-Singh,
Ali Yilmaz,
Halil Bisgin,
Onur Turkoglu,
Praveen Kumar,
Eric Sherman,
Andrew Mrazik,
Anthony Odibo,
Stewart F. Graham

Published: April 18, 2019
https://doi.org/10.1371/journal.pone.0214121

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Fatty acids
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